diff --git a/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods# b/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods# index 400aee144e2e97f7f4891355139ab7dbb6111919..c32a9268840e6706662137058f05995ed85bcb01 100755 --- a/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods# +++ b/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods# @@ -1 +1 @@ -,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,06.10.2022 16:51,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4; \ No newline at end of file +,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,07.10.2022 17:42,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4; \ No newline at end of file diff --git a/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods# b/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods# index 51d5c32ce674a8b04d6bbbbcdde636db594bd7b3..bed956e66c0398016dacbc87db4979a260d1cbbe 100755 --- a/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods# +++ b/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods# @@ -1 +1 @@ -,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,06.10.2022 16:41,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4; \ No newline at end of file +,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,07.10.2022 17:08,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4; \ No newline at end of file diff --git a/kernel_ridge_linear_model/__pycache__/utils_functions.cpython-38.pyc b/kernel_ridge_linear_model/__pycache__/utils_functions.cpython-38.pyc index 28e8bdbec46527af33bc623dacaa09de8f0653fb..00f7501f175527964831aab6cec9f7dac1705df4 100755 Binary files a/kernel_ridge_linear_model/__pycache__/utils_functions.cpython-38.pyc and b/kernel_ridge_linear_model/__pycache__/utils_functions.cpython-38.pyc differ diff --git a/kernel_ridge_linear_model/best_R2_exploration_summary.csv b/kernel_ridge_linear_model/best_R2_exploration_summary.csv index 6a5c2f62ca3f120706665ba087a11b7b13a8780f..1b5010a9bc47fbf58787bb8c1cee585bfc5c0f65 100755 --- a/kernel_ridge_linear_model/best_R2_exploration_summary.csv +++ b/kernel_ridge_linear_model/best_R2_exploration_summary.csv @@ -274,3 +274,27 @@ google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,Fals google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,-10.2751904394227,10,10,base_Y_F, google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,-10.2751904394227,10,10,base_Y_F, google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,-8.621844617992203,10,10,base_Y_F, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8992664552703772,10,10,base_Y_F, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, diff --git a/kernel_ridge_linear_model/global_lesson_learned_as_table.ods b/kernel_ridge_linear_model/global_lesson_learned_as_table.ods index 786c8b19f581260084cb5dd2df7b794f852f197f..e4e5f11a79a74dc2f82c6fb6ae77e2887ceac57c 100755 Binary files a/kernel_ridge_linear_model/global_lesson_learned_as_table.ods and b/kernel_ridge_linear_model/global_lesson_learned_as_table.ods differ diff --git a/kernel_ridge_linear_model/images_resuming_lesson_learned/googles_pixel_heuristics_before.graphml b/kernel_ridge_linear_model/images_resuming_lesson_learned/googles_pixel_heuristics_before.graphml index ba9a087e8daa1a414c35a5a7c71bec780168809b..77620ed7916b7bf997fd0539a664e6452679713f 100755 --- a/kernel_ridge_linear_model/images_resuming_lesson_learned/googles_pixel_heuristics_before.graphml +++ b/kernel_ridge_linear_model/images_resuming_lesson_learned/googles_pixel_heuristics_before.graphml @@ -35,10 +35,10 @@ <node id="n1"> <data key="d6"> <y:ShapeNode> - <y:Geometry height="271.2382553120848" width="857.1000996015936" x="246.69995019920316" y="-349.7597526560424"/> + <y:Geometry height="287.1660026560424" width="857.1000996015936" x="246.69995019920322" y="-349.7597526560424"/> <y:Fill hasColor="false" transparent="false"/> 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height="275.0754482071711" width="855.4501992031873" x="-632.7001992031873" y="-352.375"/> + <y:Geometry height="289.78125" width="855.4501992031873" x="-635.9501992031873" y="-352.375"/> <y:Fill hasColor="false" transparent="false"/> <y:BorderStyle color="#000000" raised="false" type="dashed" 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="425.7250996015936" y="135.53772410358556"> + <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="425.7250996015936" y="142.890625"> <y:LabelModel> <y:SmartNodeLabelModel distance="4.0"/> </y:LabelModel> @@ -729,7 +729,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="-354.5" y="-417.125"/> - <y:Fill color="#99CC00" transparent="false"/> + <y:Fill color="#FFFFFF" 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="13.5" y="13.5"> <y:LabelModel> @@ -801,7 +801,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="-285.5" y="-417.125"/> - <y:Fill color="#99CC00" transparent="false"/> + <y:Fill color="#FFFFFF" 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="13.5" y="13.5"> <y:LabelModel> @@ -873,7 +873,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="-215.25" y="-417.125"/> - <y:Fill hasColor="false" transparent="false"/> + <y:Fill color="#FFFFFF" transparent="false"/> <y:BorderStyle color="#99CC00" raised="false" type="line" width="1.0"/> <y:NodeLabel alignment="center" 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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"/> @@ -2501,12 +2483,12 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n156"> + <node id="n155"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="-140.5" y="-142.125"/> - <y:Fill hasColor="false" transparent="false"/> - <y:BorderStyle color="#FF0000" raised="false" type="line" width="1.0"/> + <y:Fill color="#FFFFFF" 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="13.5" y="13.5"> <y:LabelModel> <y:SmartNodeLabelModel distance="4.0"/> @@ -2519,7 +2501,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n157"> + <node id="n156"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.5" width="12.0" x="-556.5" y="-304.375"/> @@ -2537,10 +2519,10 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n158"> + <node id="n157"> <data key="d6"> <y:ShapeNode> - <y:Geometry height="31.0" width="18.0" x="-556.5" y="-140.125"/> + <y:Geometry height="31.0" width="18.0" x="-556.5" y="-204.125"/> <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"> @@ -2555,7 +2537,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n159"> + <node id="n158"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="-556.5" y="-170.625"/> @@ -2573,7 +2555,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n160"> + <node id="n159"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.5" width="18.0" x="-18.25" y="-247.875"/> @@ -2591,11 +2573,11 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n161"> + <node id="n160"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="18.0" x="138.0" y="-300.125"/> - <y:Fill hasColor="false" transparent="false"/> + <y:Fill color="#FF0000" 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"> <y:LabelModel> @@ -2609,7 +2591,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n162"> + <node id="n161"> <data key="d6"> <y:ShapeNode> <y:Geometry height="264.5" width="145.0" x="948.5" y="-630.125"/> @@ -2627,7 +2609,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n163"> + <node id="n162"> <data key="d6"> <y:ShapeNode> <y:Geometry height="264.5" width="145.0" x="796.5" y="-630.125"/> @@ -2645,7 +2627,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n164"> + <node id="n163"> <data key="d6"> <y:ShapeNode> <y:Geometry height="244.0" width="540.5" x="249.5" y="-609.625"/> @@ -2663,7 +2645,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n165"> + <node id="n164"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="373.5" y="-481.125"/> @@ -2681,7 +2663,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n166"> + <node id="n165"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="405.5" y="-481.125"/> @@ -2699,7 +2681,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n167"> + <node id="n166"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="18.0" x="317.5" y="-481.125"/> @@ -2717,7 +2699,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n168"> + <node id="n167"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="271.0" y="-388.125"/> @@ -2735,7 +2717,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n169"> + <node id="n168"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="271.0" y="-482.125"/> @@ -2753,7 +2735,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n170"> + <node id="n169"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="301.0" y="-537.125"/> @@ -2765,7 +2747,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n171"> + <node id="n170"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="376.75" y="-537.125"/> @@ -2776,7 +2758,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n172"> + <node id="n171"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="452.5" y="-481.125"/> @@ -2794,7 +2776,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n173"> + <node id="n172"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="484.5" y="-481.125"/> @@ -2812,7 +2794,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n174"> + <node id="n173"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="889.75" y="-418.125"/> @@ -2830,7 +2812,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n175"> + <node id="n174"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="888.75" y="-480.125"/> @@ -2848,7 +2830,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n176"> + <node id="n175"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="920.75" y="-480.125"/> @@ -2866,7 +2848,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n177"> + <node id="n176"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="521.5" y="-537.125"/> @@ -2877,7 +2859,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n178"> + <node id="n177"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="589.0" y="-537.125"/> @@ -2888,7 +2870,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n179"> + <node id="n178"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="660.25" y="-537.125"/> @@ -2899,7 +2881,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n180"> + <node id="n179"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="734.0" y="-537.125"/> @@ -2910,7 +2892,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n181"> + <node id="n180"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="1049.0" y="-421.125"/> @@ -2928,7 +2910,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n182"> + <node id="n181"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="1048.0" y="-483.125"/> @@ -2946,7 +2928,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n183"> + <node id="n182"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="1080.0" y="-483.125"/> @@ -2964,7 +2946,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n184"> + <node id="n183"> <data key="d6"> <y:ShapeNode> <y:Geometry height="136.0" width="18.0" x="855.75" y="-524.125"/> @@ -2982,7 +2964,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n185"> + <node id="n184"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="810.75" y="-388.125"/> @@ -3000,7 +2982,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n186"> + <node id="n185"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="825.75" y="-582.25"/> @@ -3012,7 +2994,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n187"> + <node id="n186"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="810.75" y="-524.125"/> @@ -3030,7 +3012,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n188"> + <node id="n187"> <data key="d6"> <y:ShapeNode> <y:Geometry height="191.0" width="18.0" x="1012.0" y="-578.125"/> @@ -3048,7 +3030,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n189"> + <node id="n188"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="964.0" y="-387.125"/> @@ -3066,7 +3048,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n190"> + <node id="n189"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="982.0" y="-639.125"/> @@ -3078,7 +3060,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n191"> + <node id="n190"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="964.0" y="-584.125"/> @@ -3096,7 +3078,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n192"> + <node id="n191"> <data key="d6"> <y:ShapeNode> <y:Geometry height="19.999999999999773" width="18.0" x="416.5" y="-557.1249999999998"/> @@ -3114,7 +3096,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n193"> + <node id="n192"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="454.0" y="-537.125"/> @@ -3125,7 +3107,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n194"> + <node id="n193"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="375.5" y="-389.125"/> @@ -3143,7 +3125,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n195"> + <node id="n194"> <data key="d6"> <y:ShapeNode> <y:Geometry height="69.03125" width="28.0" x="551.5" y="-600.2578125"/> @@ -3155,7 +3137,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n196"> + <node id="n195"> <data key="d6"> <y:ShapeNode> <y:Geometry height="37.499999999999886" width="30.0" x="795.75" y="-455.6249999999999"/> @@ -3166,7 +3148,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n197"> + <node id="n196"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="454.25" y="-388.125"/> @@ -3184,7 +3166,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n198"> + <node id="n197"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="520.0" y="-482.125"/> @@ -3202,7 +3184,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n199"> + <node id="n198"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="552.0" y="-482.125"/> @@ -3220,7 +3202,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n200"> + <node id="n199"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="521.75" y="-389.125"/> @@ -3238,7 +3220,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n201"> + <node id="n200"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="589.0" y="-482.125"/> @@ -3256,7 +3238,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n202"> + <node id="n201"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="621.0" y="-482.125"/> @@ -3274,7 +3256,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n203"> + <node id="n202"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="590.75" y="-389.125"/> @@ -3292,7 +3274,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n204"> + <node id="n203"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="659.25" y="-482.125"/> @@ -3310,7 +3292,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n205"> + <node id="n204"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="691.25" y="-482.125"/> @@ -3328,7 +3310,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n206"> + <node id="n205"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="661.0" y="-389.125"/> @@ -3346,7 +3328,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n207"> + <node id="n206"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="732.5" y="-482.125"/> @@ -3364,7 +3346,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n208"> + <node id="n207"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="764.5" y="-482.125"/> @@ -3382,7 +3364,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n209"> + <node id="n208"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="734.25" y="-389.125"/> @@ -3400,7 +3382,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n210"> + <node id="n209"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="317.5" y="-449.125"/> @@ -3418,7 +3400,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n211"> + <node id="n210"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.0" width="18.0" x="855.75" y="-433.125"/> @@ -3436,7 +3418,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n212"> + <node id="n211"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.0" width="18.0" x="855.75" y="-478.625"/> @@ -3454,7 +3436,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n213"> + <node id="n212"> <data key="d6"> <y:ShapeNode> <y:Geometry height="63.0" width="18.0" x="1012.0" y="-450.125"/> @@ -3472,7 +3454,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n214"> + <node id="n213"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.5" width="18.0" x="855.75" y="-478.875"/> @@ -3490,7 +3472,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n215"> + <node id="n214"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="890.5" y="-388.125"/> @@ -3508,7 +3490,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n216"> + <node id="n215"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="1049.75" y="-391.125"/> @@ -3526,7 +3508,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n217"> + <node id="n216"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="291.0" y="-622.125"/> @@ -3537,7 +3519,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n218"> + <node id="n217"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="837.25" y="-639.125"/> @@ -3548,7 +3530,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n219"> + <node id="n218"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="1060.0" y="-639.125"/> @@ -3560,7 +3542,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n220"> + <node id="n219"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="982.0" y="-569.125"/> @@ -3571,7 +3553,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n221"> + <node id="n220"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="825.75" y="-525.375"/> @@ -3582,7 +3564,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n222"> + <node id="n221"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="288.0" y="-491.125"/> @@ -3593,7 +3575,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n223"> + <node id="n222"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="825.75" y="-483.125"/> @@ -3604,7 +3586,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n224"> + <node id="n223"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="977.0" y="-505.125"/> @@ -3615,7 +3597,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n225"> + <node id="n224"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="287.5" y="-462.125"/> @@ -3626,7 +3608,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n226"> + <node id="n225"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="287.5" y="-430.125"/> @@ -3637,7 +3619,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n227"> + <node id="n226"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="825.75" y="-440.375"/> @@ -3648,7 +3630,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n228"> + <node id="n227"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="977.0" y="-442.125"/> @@ -3659,7 +3641,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n229"> + <node id="n228"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="374.5" y="-420.125"/> @@ -3677,7 +3659,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n230"> + <node id="n229"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="453.5" y="-419.125"/> @@ -3695,7 +3677,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n231"> + <node id="n230"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="521.0" y="-420.125"/> @@ -3713,7 +3695,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n232"> + <node id="n231"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="590.0" y="-420.125"/> @@ -3731,7 +3713,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n233"> + <node id="n232"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="660.25" y="-420.125"/> @@ -3749,7 +3731,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n234"> + <node id="n233"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="733.5" y="-420.125"/> @@ -3767,7 +3749,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n235"> + <node id="n234"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="12.0" x="706.125" y="-609.625"/> @@ -3785,7 +3767,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n236"> + <node id="n235"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="317.5" y="-418.125"/> @@ -3803,7 +3785,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n237"> + <node id="n236"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="317.5" y="-448.625"/> @@ -3821,7 +3803,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n238"> + <node id="n237"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="18.0" x="1012.0" y="-578.125"/> @@ -3839,7 +3821,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n239"> + <node id="n238"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="318.0" y="-482.125"/> @@ -3857,7 +3839,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n240"> + <node id="n239"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="889.75" y="-418.125"/> @@ -3875,7 +3857,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n241"> + <node id="n240"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="1049.0" y="-421.125"/> @@ -3893,7 +3875,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n242"> + <node id="n241"> <data key="d6"> <y:ShapeNode> <y:Geometry height="264.5" width="145.0" x="948.5" y="-346.390625"/> @@ -3911,7 +3893,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n243"> + <node id="n242"> <data key="d6"> <y:ShapeNode> <y:Geometry height="264.5" width="145.0" x="796.5" y="-346.390625"/> @@ -3929,7 +3911,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n244"> + <node id="n243"> <data key="d6"> <y:ShapeNode> <y:Geometry height="241.42438579017266" width="540.5" x="249.5" y="-326.79938579017266"/> @@ -3947,7 +3929,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n245"> + <node id="n244"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="373.5" y="-200.875"/> @@ -3965,7 +3947,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n246"> + <node id="n245"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="405.5" y="-200.875"/> @@ -3983,7 +3965,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n247"> + <node id="n246"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="18.0" x="317.5" y="-200.875"/> @@ -4001,7 +3983,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n248"> + <node id="n247"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="271.0" y="-107.875"/> @@ -4019,7 +4001,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n249"> + <node id="n248"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="271.0" y="-201.875"/> @@ -4037,7 +4019,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n250"> + <node id="n249"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="301.0" y="-256.875"/> @@ -4049,7 +4031,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n251"> + <node id="n250"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="376.75" y="-256.875"/> @@ -4060,7 +4042,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n252"> + <node id="n251"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="452.5" y="-200.875"/> @@ -4078,7 +4060,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n253"> + <node id="n252"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="484.5" y="-200.875"/> @@ -4096,7 +4078,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n254"> + <node id="n253"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="889.75" y="-137.875"/> @@ -4114,7 +4096,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n255"> + <node id="n254"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="888.75" y="-199.875"/> @@ -4132,7 +4114,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n256"> + <node id="n255"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="920.75" y="-199.875"/> @@ -4150,7 +4132,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n257"> + <node id="n256"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="521.5" y="-256.875"/> @@ -4161,7 +4143,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n258"> + <node id="n257"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="589.0" y="-256.875"/> @@ -4172,7 +4154,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n259"> + <node id="n258"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="660.25" y="-256.875"/> @@ -4183,7 +4165,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n260"> + <node id="n259"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="734.0" y="-256.875"/> @@ -4194,7 +4176,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n261"> + <node id="n260"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="1049.0" y="-140.875"/> @@ -4212,7 +4194,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n262"> + <node id="n261"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="1048.0" y="-202.875"/> @@ -4230,7 +4212,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n263"> + <node id="n262"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="1080.0" y="-202.875"/> @@ -4248,7 +4230,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n264"> + <node id="n263"> <data key="d6"> <y:ShapeNode> <y:Geometry height="136.0" width="18.0" x="855.75" y="-243.875"/> @@ -4266,7 +4248,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n265"> + <node id="n264"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="810.75" y="-107.875"/> @@ -4284,7 +4266,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n266"> + <node id="n265"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="825.75" y="-302.0"/> @@ -4296,7 +4278,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n267"> + <node id="n266"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="810.75" y="-243.875"/> @@ -4314,7 +4296,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n268"> + <node id="n267"> <data key="d6"> <y:ShapeNode> <y:Geometry height="191.0" width="18.0" x="1012.0" y="-297.875"/> @@ -4332,7 +4314,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n269"> + <node id="n268"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="964.0" y="-106.875"/> @@ -4350,7 +4332,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n270"> + <node id="n269"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="982.0" y="-358.875"/> @@ -4362,7 +4344,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n271"> + <node id="n270"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="964.0" y="-303.875"/> @@ -4380,7 +4362,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n272"> + <node id="n271"> <data key="d6"> <y:ShapeNode> <y:Geometry height="19.999999999999773" width="18.0" x="416.5" y="-276.8749999999998"/> @@ -4398,7 +4380,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n273"> + <node id="n272"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="454.0" y="-256.875"/> @@ -4409,7 +4391,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n274"> + <node id="n273"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="375.5" y="-108.875"/> @@ -4427,7 +4409,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n275"> + <node id="n274"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="28.0" x="594.0" y="-321.75"/> @@ -4439,7 +4421,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n276"> + <node id="n275"> <data key="d6"> <y:ShapeNode> <y:Geometry height="37.499999999999886" width="30.0" x="946.75" y="-184.62499999999994"/> @@ -4450,7 +4432,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n277"> + <node id="n276"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="454.25" y="-107.875"/> @@ -4468,7 +4450,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n278"> + <node id="n277"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="520.0" y="-201.875"/> @@ -4486,7 +4468,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n279"> + <node id="n278"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="552.0" y="-201.875"/> @@ -4504,7 +4486,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n280"> + <node id="n279"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="521.75" y="-108.875"/> @@ -4522,7 +4504,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n281"> + <node id="n280"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="589.0" y="-201.875"/> @@ -4540,7 +4522,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n282"> + <node id="n281"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="621.0" y="-201.875"/> @@ -4558,7 +4540,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n283"> + <node id="n282"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="590.75" y="-108.875"/> @@ -4576,7 +4558,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n284"> + <node id="n283"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="659.25" y="-201.875"/> @@ -4594,7 +4576,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n285"> + <node id="n284"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="691.25" y="-201.875"/> @@ -4612,7 +4594,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n286"> + <node id="n285"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="661.0" y="-108.875"/> @@ -4630,7 +4612,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n287"> + <node id="n286"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="732.5" y="-201.875"/> @@ -4648,7 +4630,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n288"> + <node id="n287"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="764.5" y="-201.875"/> @@ -4666,7 +4648,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n289"> + <node id="n288"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="734.25" y="-108.875"/> @@ -4684,7 +4666,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n290"> + <node id="n289"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="317.5" y="-168.875"/> @@ -4702,7 +4684,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n291"> + <node id="n290"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.0" width="18.0" x="855.75" y="-152.875"/> @@ -4720,7 +4702,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n292"> + <node id="n291"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.0" width="18.0" x="855.75" y="-198.375"/> @@ -4738,7 +4720,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n293"> + <node id="n292"> <data key="d6"> <y:ShapeNode> <y:Geometry height="63.0" width="18.0" x="1012.0" y="-233.875"/> @@ -4756,7 +4738,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n294"> + <node id="n293"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.5" width="18.0" x="855.75" y="-198.625"/> @@ -4774,7 +4756,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n295"> + <node id="n294"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="890.5" y="-107.875"/> @@ -4792,7 +4774,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n296"> + <node id="n295"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="1049.75" y="-110.875"/> @@ -4810,7 +4792,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n297"> + <node id="n296"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="291.0" y="-349.875"/> @@ -4821,7 +4803,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n298"> + <node id="n297"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="837.25" y="-358.875"/> @@ -4832,7 +4814,7 @@ increase big socket frequency?<y:LabelModel><y:SmartNodeLabelModel distance="4.0 </y:ShapeNode> </data> </node> - <node id="n299"> + <node id="n298"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="1060.0" y="-358.875"/> @@ -4844,7 +4826,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n300"> + <node id="n299"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="982.0" y="-288.875"/> @@ -4855,7 +4837,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n301"> + <node id="n300"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="825.75" y="-245.125"/> @@ -4866,7 +4848,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n302"> + <node id="n301"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="288.0" y="-210.875"/> @@ -4877,7 +4859,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n303"> + <node id="n302"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="825.75" y="-202.875"/> @@ -4888,7 +4870,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n304"> + <node id="n303"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="977.0" y="-224.875"/> @@ -4899,7 +4881,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n305"> + <node id="n304"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="287.5" y="-181.875"/> @@ -4910,7 +4892,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n306"> + <node id="n305"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="287.5" y="-149.875"/> @@ -4921,7 +4903,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n307"> + <node id="n306"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="825.75" y="-160.125"/> @@ -4932,7 +4914,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n308"> + <node id="n307"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="977.0" y="-161.875"/> @@ -4943,7 +4925,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n309"> + <node id="n308"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="374.5" y="-139.875"/> @@ -4961,7 +4943,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n310"> + <node id="n309"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="453.5" y="-138.875"/> @@ -4979,7 +4961,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n311"> + <node id="n310"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="521.0" y="-139.875"/> @@ -4997,7 +4979,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n312"> + <node id="n311"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="590.0" y="-139.875"/> @@ -5015,7 +4997,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n313"> + <node id="n312"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="660.25" y="-139.875"/> @@ -5033,7 +5015,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n314"> + <node id="n313"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="733.5" y="-139.875"/> @@ -5051,7 +5033,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n315"> + <node id="n314"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="12.0" x="764.0" y="-335.625"/> @@ -5069,7 +5051,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n316"> + <node id="n315"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="317.5" y="-137.875"/> @@ -5087,7 +5069,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n317"> + <node id="n316"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="317.5" y="-168.375"/> @@ -5105,7 +5087,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n318"> + <node id="n317"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="18.0" x="1012.0" y="-297.875"/> @@ -5123,7 +5105,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n319"> + <node id="n318"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="318.0" y="-201.875"/> @@ -5141,7 +5123,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n320"> + <node id="n319"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="889.75" y="-137.875"/> @@ -5159,7 +5141,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n321"> + <node id="n320"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="1049.0" y="-140.875"/> @@ -5177,11 +5159,11 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n322"> + <node id="n321"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.5" width="18.0" x="-19.75" y="-521.125"/> - <y:Fill color="#C0C0C0" transparent="false"/> + <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="20.75"> <y:LabelModel> @@ -5195,11 +5177,11 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n323"> + <node id="n322"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="18.0" x="136.5" y="-574.125"/> - <y:Fill color="#C0C0C0" transparent="false"/> + <y:Fill color="#FF0000" 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"> <y:LabelModel> @@ -5213,7 +5195,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n324"> + <node id="n323"> <data key="d6"> <y:ShapeNode> <y:Geometry height="63.0" width="18.0" x="1012.0" y="-170.875"/> @@ -5231,7 +5213,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n325"> + <node id="n324"> <data key="d6"> <y:ShapeNode> <y:Geometry height="313.78125" width="145.0" x="474.5" y="-1052.28125"/> @@ -5249,7 +5231,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n326"> + <node id="n325"> <data key="d6"> <y:ShapeNode> <y:Geometry height="313.78125" width="145.0" x="322.5" y="-1052.28125"/> @@ -5267,7 +5249,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n327"> + <node id="n326"> <data key="d6"> <y:ShapeNode> <y:Geometry height="289.78125" width="539.0" x="-223.0" y="-1028.28125"/> @@ -5285,7 +5267,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n328"> + <node id="n327"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="-99.5" y="-857.609375"/> @@ -5303,7 +5285,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n329"> + <node id="n328"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="-100.5" y="-903.28125"/> @@ -5321,7 +5303,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n330"> + <node id="n329"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="-68.5" y="-903.28125"/> @@ -5339,7 +5321,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n331"> + <node id="n330"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="18.0" x="-156.5" y="-903.28125"/> @@ -5357,7 +5339,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n332"> + <node id="n331"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="-203.0" y="-810.28125"/> @@ -5375,7 +5357,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n333"> + <node id="n332"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="-203.0" y="-904.28125"/> @@ -5393,7 +5375,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n334"> + <node id="n333"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="-173.0" y="-958.28125"/> @@ -5405,7 +5387,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n335"> + <node id="n334"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="-97.25" y="-967.28125"/> @@ -5416,7 +5398,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n336"> + <node id="n335"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="-21.5" y="-903.28125"/> @@ -5434,7 +5416,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n337"> + <node id="n336"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="10.5" y="-903.28125"/> @@ -5452,7 +5434,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n338"> + <node id="n337"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="415.75" y="-840.28125"/> @@ -5470,7 +5452,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n339"> + <node id="n338"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="414.75" y="-902.28125"/> @@ -5488,7 +5470,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n340"> + <node id="n339"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="446.75" y="-902.28125"/> @@ -5506,7 +5488,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n341"> + <node id="n340"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="47.5" y="-1014.28125"/> @@ -5517,7 +5499,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n342"> + <node id="n341"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="115.0" y="-959.28125"/> @@ -5528,7 +5510,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n343"> + <node id="n342"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="186.25" y="-959.28125"/> @@ -5539,7 +5521,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n344"> + <node id="n343"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="260.0" y="-959.28125"/> @@ -5550,7 +5532,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n345"> + <node id="n344"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="575.0" y="-843.28125"/> @@ -5568,7 +5550,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n346"> + <node id="n345"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="574.0" y="-905.28125"/> @@ -5586,7 +5568,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n347"> + <node id="n346"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="606.0" y="-905.28125"/> @@ -5604,7 +5586,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n348"> + <node id="n347"> <data key="d6"> <y:ShapeNode> <y:Geometry height="136.0" width="18.0" x="381.75" y="-946.28125"/> @@ -5622,7 +5604,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n349"> + <node id="n348"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="336.75" y="-810.28125"/> @@ -5640,7 +5622,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n350"> + <node id="n349"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="360.25" y="-990.28125"/> @@ -5652,7 +5634,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n351"> + <node id="n350"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="336.75" y="-946.28125"/> @@ -5670,7 +5652,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n352"> + <node id="n351"> <data key="d6"> <y:ShapeNode> <y:Geometry height="191.0" width="18.0" x="538.0" y="-1000.28125"/> @@ -5688,7 +5670,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n353"> + <node id="n352"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="490.0" y="-809.28125"/> @@ -5706,7 +5688,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n354"> + <node id="n353"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="508.0" y="-1061.28125"/> @@ -5718,7 +5700,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n355"> + <node id="n354"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="30.0" x="490.0" y="-1006.28125"/> @@ -5736,7 +5718,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n356"> + <node id="n355"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="12.0" x="160.25" y="-1028.28125"/> @@ -5754,7 +5736,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n357"> + <node id="n356"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="-20.0" y="-1014.28125"/> @@ -5765,7 +5747,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n358"> + <node id="n357"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="-98.5" y="-811.28125"/> @@ -5783,7 +5765,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n359"> + <node id="n358"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="33.5" x="260.0" y="-1043.28125"/> @@ -5794,7 +5776,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n360"> + <node id="n359"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="-19.75" y="-810.28125"/> @@ -5812,7 +5794,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n361"> + <node id="n360"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="46.0" y="-904.28125"/> @@ -5830,7 +5812,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n362"> + <node id="n361"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="78.0" y="-904.28125"/> @@ -5848,7 +5830,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n363"> + <node id="n362"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="47.75" y="-811.28125"/> @@ -5866,7 +5848,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n364"> + <node id="n363"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="115.0" y="-904.28125"/> @@ -5884,7 +5866,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n365"> + <node id="n364"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="147.0" y="-904.28125"/> @@ -5902,7 +5884,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n366"> + <node id="n365"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="116.75" y="-811.28125"/> @@ -5920,7 +5902,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n367"> + <node id="n366"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="185.25" y="-904.28125"/> @@ -5938,7 +5920,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n368"> + <node id="n367"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="217.25" y="-904.28125"/> @@ -5956,7 +5938,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n369"> + <node id="n368"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="187.0" y="-811.28125"/> @@ -5974,7 +5956,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n370"> + <node id="n369"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="258.5" y="-904.28125"/> @@ -5992,7 +5974,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n371"> + <node id="n370"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.0" width="1.0" x="290.5" y="-904.28125"/> @@ -6010,7 +5992,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n372"> + <node id="n371"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="260.25" y="-811.28125"/> @@ -6028,7 +6010,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n373"> + <node id="n372"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="-156.5" y="-840.28125"/> @@ -6046,7 +6028,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n374"> + <node id="n373"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="18.0" x="-156.5" y="-871.28125"/> @@ -6064,7 +6046,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n375"> + <node id="n374"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.0" width="18.0" x="381.75" y="-900.78125"/> @@ -6082,7 +6064,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n376"> + <node id="n375"> <data key="d6"> <y:ShapeNode> <y:Geometry height="63.0" width="18.0" x="538.0" y="-872.28125"/> @@ -6100,7 +6082,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n377"> + <node id="n376"> <data key="d6"> <y:ShapeNode> <y:Geometry height="63.0" width="18.0" x="538.0" y="-936.28125"/> @@ -6118,7 +6100,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n378"> + <node id="n377"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="416.5" y="-810.28125"/> @@ -6136,7 +6118,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n379"> + <node id="n378"> <data key="d6"> <y:ShapeNode> <y:Geometry height="1.0" width="29.5" x="575.75" y="-813.28125"/> @@ -6154,7 +6136,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n380"> + <node id="n379"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="-170.0" y="-1041.28125"/> @@ -6165,7 +6147,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n381"> + <node id="n380"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="375.75" y="-1061.28125"/> @@ -6176,7 +6158,7 @@ frequency Level<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelMod </y:ShapeNode> </data> </node> - <node id="n382"> + <node id="n381"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="578.5" y="-1041.28125"/> @@ -6188,7 +6170,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n383"> + <node id="n382"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="24.0" x="124.0" y="-1019.28125"/> @@ -6199,7 +6181,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n384"> + <node id="n383"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="508.0" y="-991.28125"/> @@ -6210,7 +6192,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n385"> + <node id="n384"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="351.75" y="-947.53125"/> @@ -6221,7 +6203,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n386"> + <node id="n385"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="-186.0" y="-913.28125"/> @@ -6232,7 +6214,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n387"> + <node id="n386"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="351.75" y="-905.28125"/> @@ -6243,7 +6225,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n388"> + <node id="n387"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="503.0" y="-927.28125"/> @@ -6254,7 +6236,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n389"> + <node id="n388"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="-186.5" y="-884.28125"/> @@ -6265,7 +6247,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n390"> + <node id="n389"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="-186.5" y="-852.28125"/> @@ -6276,7 +6258,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n391"> + <node id="n390"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="351.75" y="-862.53125"/> @@ -6287,7 +6269,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n392"> + <node id="n391"> <data key="d6"> <y:ShapeNode> <y:Geometry height="55.0" width="30.0" x="503.0" y="-864.28125"/> @@ -6298,7 +6280,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n393"> + <node id="n392"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.5" width="18.0" x="381.75" y="-946.28125"/> @@ -6316,7 +6298,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n394"> + <node id="n393"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="18.0" x="538.0" y="-999.28125"/> @@ -6334,7 +6316,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n395"> + <node id="n394"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="476.0" y="-883.78125"/> @@ -6345,7 +6327,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n396"> + <node id="n395"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="316.0" y="-881.28125"/> @@ -6356,7 +6338,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n397"> + <node id="n396"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="47.0" y="-852.75"/> @@ -6374,7 +6356,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n398"> + <node id="n397"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="-20.5" y="-854.703125"/> @@ -6392,7 +6374,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n399"> + <node id="n398"> <data key="d6"> <y:ShapeNode> <y:Geometry height="45.0" width="12.0" x="91.0" y="-784.78125"/> @@ -6410,7 +6392,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n400"> + <node id="n399"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="33.5" x="195.0" y="-784.78125"/> @@ -6421,7 +6403,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n401"> + <node id="n400"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="114.5" y="-858.28125"/> @@ -6439,7 +6421,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n402"> + <node id="n401"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="185.75" y="-856.0625"/> @@ -6457,7 +6439,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n403"> + <node id="n402"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="261.5" y="-856.65625"/> @@ -6475,7 +6457,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n404"> + <node id="n403"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="-217.5" y="-873.28125"/> @@ -6486,7 +6468,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n405"> + <node id="n404"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="871.0509628154051" x="-231.70019920318725" y="-1102.28125"/> @@ -6504,7 +6486,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n406"> + <node id="n405"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="1733.7314492031871" x="-640.2314492031871" y="-715.0"/> @@ -6522,7 +6504,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n407"> + <node id="n406"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="172.25" y="-1103.15625"/> @@ -6533,7 +6515,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n408"> + <node id="n407"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="185.0" y="-738.5"/> @@ -6544,7 +6526,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n409"> + <node id="n408"> <data key="d6"> <y:ShapeNode> <y:Geometry height="24.40625" width="858.7314492031871" x="-640.2314492031871" y="-673.765625"/> @@ -6562,7 +6544,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n410"> + <node id="n409"> <data key="d6"> <y:ShapeNode> <y:Geometry height="24.40625" width="847.5625" x="251.46875" y="-673.765625"/> @@ -6580,7 +6562,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n411"> + <node id="n410"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="-165.1875" y="-704.8203125"/> @@ -6591,7 +6573,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n412"> + <node id="n411"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="596.5" y="-702.9375"/> @@ -6602,7 +6584,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n413"> + <node id="n412"> <data key="d6"> <y:ShapeNode> <y:Geometry height="591.5986328125" width="12.0" x="229.0" y="-671.2236328125"/> @@ -6620,7 +6602,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n414"> + <node id="n413"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="61.75" y="-1084.15625"/> @@ -6631,7 +6613,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n415"> + <node id="n414"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="-339.75" y="-655.8671875"/> @@ -6642,7 +6624,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n416"> + <node id="n415"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="-355.75" y="-379.3749999999999"/> @@ -6653,7 +6635,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n417"> + <node id="n416"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="533.0" y="-670.8671875"/> @@ -6664,7 +6646,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n418"> + <node id="n417"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="501.5" y="-379.0"/> @@ -6675,7 +6657,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n419"> + <node id="n418"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="387.5" y="-1077.3125"/> @@ -6686,7 +6668,7 @@ socket<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:Mod </y:ShapeNode> </data> </node> - <node id="n420"> + <node id="n419"> <data key="d6"> <y:ShapeNode> <y:Geometry height="93.00000000000011" width="36.04482071713153" x="-446.63363213811436" y="-1060.28125"/> @@ -6698,7 +6680,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n421"> + <node id="n420"> <data key="d6"> <y:ShapeNode> <y:Geometry height="57.48705179282865" width="27.10059760956176" x="826.4003984063744" y="-1115.5247758964144"/> @@ -6709,7 +6691,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n422"> + <node id="n421"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="659.25" y="-971.578125"/> @@ -6727,7 +6709,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n423"> + <node id="n422"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="659.25" y="-905.28125"/> @@ -6745,7 +6727,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n424"> + <node id="n423"> <data key="d6"> <y:ShapeNode> <y:Geometry height="31.0" width="31.0" x="659.25" y="-837.5000000000001"/> @@ -6763,7 +6745,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n425"> + <node id="n424"> <data key="d6"> <y:ShapeNode> <y:Geometry height="24.40625" width="29.5" x="660.0" y="-1031.28125"/> @@ -6781,7 +6763,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n426"> + <node id="n425"> <data key="d6"> <y:ShapeNode> <y:Geometry height="114.453125" width="33.5" x="835.3212151394422" y="-1058.0377241035858"/> @@ -6794,7 +6776,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n427"> + <node id="n426"> <data key="d6"> <y:ShapeNode> <y:Geometry height="94.0" width="33.5" x="833.4442231075697" y="-981.875"/> @@ -6806,7 +6788,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n428"> + <node id="n427"> <data key="d6"> <y:ShapeNode> <y:Geometry height="94.0" width="33.5" x="833.4442231075697" y="-912.8250747011951"/> @@ -6818,19 +6800,19 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n429"> + <node id="n428"> <data key="d6"> <y:ShapeNode> <y:Geometry height="94.0" width="33.5" x="817.0086321381142" y="-864.390625"/> <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="20" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="53.00390625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="250.806640625" x="-91.9033203125" xml:space="preserve" y="20.498046875">Situations where the model - did not clearly answer<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:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="20" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="53.00390625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="250.806640625" x="-99.85949561130485" xml:space="preserve" y="20.498046875">Situations where the model + did not clearly answer<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="0.26250222988642236" 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="n430"> + <node id="n429"> <data key="d6"> <y:ShapeNode> <y:Geometry height="82.75" width="33.5" x="-445.3612217795486" y="-945.15625"/> @@ -6841,7 +6823,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> - <node id="n431"> + <node id="n430"> <data key="d6"> <y:ShapeNode> <y:Geometry height="64.0" width="27.10059760956176" x="841.7206175298804" y="-770.390625"/> @@ -6853,13 +6835,54 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:ShapeNode> </data> </node> + <node id="n431"> + <data key="d6"> + <y:ShapeNode> + <y:Geometry height="55.0" width="28.0" x="-324.25" y="-398.3097609561753"/> + <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="18" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="26.0517578125" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#993300" verticalTextPosition="bottom" visible="true" width="330.1708984375" x="-120.33544921875" xml:space="preserve" y="14.47412109375">States of cores 2 to 5 are almost suitable<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="1.0982142857142858" 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="n432"> <data key="d6"> <y:ShapeNode> - <y:Geometry height="55.0" width="28.0" x="-360.25" y="-122.42662682602929"/> + <y:Geometry height="31.0" width="31.0" x="-499.5" y="-142.125"/> + <y:Fill color="#FFFFFF" 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="13.5" y="13.5"> + <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="n433"> + <data key="d6"> + <y:ShapeNode> + <y:Geometry height="55.0" width="28.0" x="-360.25" y="-124.61819389110224"/> + <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="18" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="26.0517578125" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#993300" verticalTextPosition="bottom" visible="true" width="330.1708984375" x="-120.33544921875" xml:space="preserve" y="14.47412109375">States of cores 0 to 5 are almost suitable<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="1.0982142857142858" 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="n434"> + <data key="d6"> + <y:ShapeNode> + <y:Geometry height="55.0" width="28.0" x="17.25" y="-110.125"/> <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="18" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="26.0517578125" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#993300" verticalTextPosition="bottom" visible="true" width="285.1357421875" x="-97.81787109375" xml:space="preserve" y="14.47412109375">Few little cores are running threads<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.0" nodeRatioX="1.0982142857142858" 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="18" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="48.103515625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#993300" verticalTextPosition="bottom" visible="true" width="88.041015625" x="-30.0205078125" xml:space="preserve" y="4.0">Core 6 off +is suitable<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> </data> @@ -6937,7 +6960,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e7" source="n157" target="n116"> + <edge id="e7" source="n156" target="n116"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="16.25" tx="0.0" ty="-18.749999999999943"> @@ -6949,7 +6972,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e8" source="n168" target="n169"> + <edge id="e8" source="n167" target="n168"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -6959,7 +6982,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e9" source="n185" target="n187"> + <edge id="e9" source="n184" target="n186"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -6969,7 +6992,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e10" source="n189" target="n191"> + <edge id="e10" source="n188" target="n190"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -6979,7 +7002,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e11" source="n235" target="n196"> + <edge id="e11" source="n234" target="n195"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="22.857142857142858" tx="0.0" ty="-18.749999999999943"> @@ -6995,7 +7018,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e12" source="n248" target="n249"> + <edge id="e12" source="n247" target="n248"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -7005,7 +7028,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e13" source="n265" target="n267"> + <edge id="e13" source="n264" target="n266"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -7015,7 +7038,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e14" source="n269" target="n271"> + <edge id="e14" source="n268" target="n270"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -7025,7 +7048,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e15" source="n315" target="n276"> + <edge id="e15" source="n314" target="n275"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"> @@ -7037,7 +7060,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e16" source="n332" target="n333"> + <edge id="e16" source="n331" target="n332"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -7047,7 +7070,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e17" source="n349" target="n351"> + <edge id="e17" source="n348" target="n350"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -7057,7 +7080,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e18" source="n353" target="n355"> + <edge id="e18" source="n352" target="n354"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -7067,7 +7090,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e19" source="n356" target="n328"> + <edge id="e19" source="n355" target="n327"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="-6.041015625" sy="25.250000000000114" tx="0.0" ty="0.0"> @@ -7081,7 +7104,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e20" source="n356" target="n395"> + <edge id="e20" source="n355" target="n394"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"> @@ -7093,7 +7116,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e21" source="n356" target="n396"> + <edge id="e21" source="n355" target="n395"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"> @@ -7106,7 +7129,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e22" source="n356" target="n398"> + <edge id="e22" source="n355" target="n397"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="-6.021484375" sy="27.750000000000114" tx="0.0" ty="0.0"> @@ -7118,7 +7141,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e23" source="n356" target="n397"> + <edge id="e23" source="n355" target="n396"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="-6.001953125" sy="26.500000000000114" tx="0.0" ty="0.0"> @@ -7130,7 +7153,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e24" source="n399" target="n327"> + <edge id="e24" source="n398" target="n326"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"/> @@ -7140,7 +7163,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e25" source="n399" target="n401"> + <edge id="e25" source="n398" target="n400"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"> @@ -7153,7 +7176,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e26" source="n399" target="n402"> + <edge id="e26" source="n398" target="n401"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"> @@ -7166,7 +7189,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e27" source="n399" target="n403"> + <edge id="e27" source="n398" target="n402"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"> @@ -7179,7 +7202,7 @@ to the Google Pixel 4A 5G<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></ </y:PolyLineEdge> </data> </edge> - <edge id="e28" source="n356" target="n404"> + <edge id="e28" source="n355" target="n403"> <data key="d10"> <y:PolyLineEdge> <y:Path sx="0.0" sy="0.0" tx="0.0" ty="0.0"> diff --git a/kernel_ridge_linear_model/kernel_ridge.py b/kernel_ridge_linear_model/kernel_ridge.py index 018ae3ac904feb935cda3b4a493025a8d324f9ad..606dbda61f91a88d80392246cd9a0e5b1d533b38 100755 --- a/kernel_ridge_linear_model/kernel_ridge.py +++ b/kernel_ridge_linear_model/kernel_ridge.py @@ -29,7 +29,7 @@ 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_F"# can be - base_Y (for the base representing limitation on some phone) +X_format_in_model = "base_Y"# can be - base_Y (for the base representing limitation on some phone) # - or base_Y_N_on_socket 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 # - 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) @@ -70,7 +70,7 @@ if search_ridge_coeff == False: do_gaussian_process = True # ADDED before integrating experiment automatization generate_plots = True # MODIFIED before integrating experiment automatization compute_marginal_effect = True # MODIFIED before integrating experiment automatization -workstep = "looking_strange_cases" +workstep = "reviewing_mariginal_interaction_plots" #"looking_strange_cases" import time if search_ridge_coeff == False and X_format_in_model == "base_Y_N_on_socket" and phone_name == "google_pixel_4a_5g": @@ -89,6 +89,7 @@ elif workstep == "looking_strange_cases" : elif search_ridge_coeff == False and X_format_in_model == "base_Y" and phone_name == "google_pixel_4a_5g": + print(" --- reviewing marginal plot on google pixel") alpha = 0.01000000099 energy_gap = 10 number_of_neighbour = 10 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 365e039099532360bffc45fa87dc8da01ea7de5d..f502386a7612ed2f8030acfe15aaf55c592859e0 100755 Binary files a/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png and b/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png differ diff --git a/kernel_ridge_linear_model/local_lesson_learned_as_table.ods b/kernel_ridge_linear_model/local_lesson_learned_as_table.ods index f3b476ec1f136fc5a59314d36a570b7c568d81b7..8833118496de5441f8da25578f4dfb7310b7efb3 100755 Binary files a/kernel_ridge_linear_model/local_lesson_learned_as_table.ods and b/kernel_ridge_linear_model/local_lesson_learned_as_table.ods differ diff --git a/kernel_ridge_linear_model/log_file_reviewing_marginal_plots.txt b/kernel_ridge_linear_model/log_file_reviewing_marginal_plots.txt new file mode 100755 index 0000000000000000000000000000000000000000..65b1285ee7737f7d59ab7ebfb444d391c2315855 --- /dev/null +++ b/kernel_ridge_linear_model/log_file_reviewing_marginal_plots.txt @@ -0,0 +1,370903 @@ + --- reviewing marginal plot on google pixel + --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89 + --- Maximum input size = -1 + --- X format manipulated by the model = base_Y + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv +*** Total configurations in user friendly format: ['101111-1-0', '011001-0-3', '110111-0-1', '101110-1-0', '111101-0-0', '111110-1-2', '303303-0-1', '222222-3-3', '333333-3-2', '202222-3-3', '101101-2-2', '003330-3-2', '220202-3-2', '202220-2-3', '333030-0-2', '303330-3-0', '202222-0-3', '030333-2-3', '022202-2-0', '111010-2-0', '333333-1-2', '111111-2-1', '222220-0-3', '000300-0-0', '222222-3-2', '333300-3-0', '110011-3-2', '111011-2-1', '202202-2-3', '333303-1-2', '202222-2-3', '300033-3-2', '330333-2-2', '220222-0-1', '033333-0-3', '110110-0-3', '110001-0-2', '222022-2-3', '111101-1-1', 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'200202-3-0', '111111-0-2', '330033-3-0', '222202-2-1', '030033-0-1', '022222-2-0', '202222-3-1', '333333-2-2', '111111-2-1', '101111-2-1', '100110-0-2', '333300-1-2', '000300-2-3', '010110-0-2', '222220-1-2', '222222-0-1', '330333-0-1', '033030-0-3', '033330-0-0', '303033-2-2', '202222-2-1', '111111-1-2', '202022-3-3', '303300-3-3', '330333-3-0', '333033-2-1', '222020-1-0', '303333-0-3', '222202-3-1', '111111-2-3', '111111-1-3', '111110-1-0', '222022-0-3', '220020-0-3', '033330-3-2', '111111-2-0', '111101-1-1', '111111-2-3', '333300-1-0', '111011-0-0', '220202-1-1', '033033-3-2', '022202-0-0', '033033-1-0', '003333-2-3', '222022-1-0', '033333-1-2', '100000-0-2', '222222-2-3', '202222-0-2', '333303-2-1', '303333-2-0', '220220-1-2', '222220-2-3', '111011-3-3', '220202-1-2', '222220-0-1', '111111-1-0', '033300-2-1', '222222-0-2', '330333-0-0', '330330-3-0', '101110-1-0', '002202-3-1', '220022-2-1', '202220-0-2', '222220-2-3', '222002-0-2', '030330-3-0', '222022-3-3', '333333-0-1', 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'222202-1-2', '101111-0-3', '110011-0-2', '101011-1-2', '001011-2-2', '011110-2-1', '333033-2-2', '330303-0-0', '033030-3-2', '333330-1-0', '222202-0-1', '110111-3-3', '333330-2-3', '111111-2-0', '101010-2-3', '333333-2-2', '222002-2-3', '222022-1-3', '033033-1-2', '010111-3-2', '222202-3-2', '330330-0-0', '222222-1-2', '022222-1-1', '101001-3-0', '033333-0-0', '000000-0-0', '100000-0-0', '200000-0-0', '300000-0-0', '110000-0-0', '220000-0-0', '330000-0-0', '111000-0-0', '222000-0-0', '333000-0-0', '300000-1-0', '300000-2-0', '100000-1-0', '200000-2-0', '300000-3-0', '000000-1-0', '000000-2-0', '000000-3-0', '000000-0-3', '000000-1-1', '000000-2-2', '000000-3-1', '000000-3-2', '000000-3-3', '000000-0-0', '300000-0-0', '330000-0-0', '333000-0-0', '333300-0-0', '333330-0-0', '333333-0-0', '333333-3-0', '333333-3-3', '000000-3-0', '000000-3-0', '000000-3-3', '300000-3-0', '330000-3-0', '333000-3-0', '300000-3-3', '330303-1-1', '333333-3-0', '022202-2-2', '100111-1-0', '303033-3-1', '101111-1-3', '002220-1-1', '111110-1-1', '220222-3-3', '022202-2-3', '000100-0-2', '011001-2-1', '222222-3-2', '220202-2-3', '222222-1-3', '011111-3-1', '333300-2-2', '333030-0-1', '030333-2-2', '001011-1-0', '033333-0-2', '220002-1-0', '330333-0-3', '111111-1-1', '222222-3-3', '220022-3-2', '303303-1-3', '011111-2-0', '011101-0-2', '111110-2-0', '333330-0-2', '333333-2-0', '300300-3-0', '033033-1-2', '222220-0-3', '111110-2-1', '330033-1-3', '333033-2-3', '022222-1-0', '222022-2-3', '202222-1-0', '100011-0-0', '333333-2-0', '010101-3-0', '011111-2-2', '222222-1-0', '000033-1-1', '033030-1-2', '111111-3-0', '220202-3-1', '101101-2-0', '222222-0-2', '303333-1-1', '000222-0-2', '022220-0-1', '222200-1-3', '022220-2-2', '333033-2-2', '222200-1-2', '300333-0-0', '111101-0-3', '220022-3-0', '000333-2-0', '111001-3-0', '330333-2-2', '110111-3-1', '222022-3-1', '333333-0-0', '220002-3-0', '303333-0-0', '222022-0-0', '033033-3-1', '200222-2-1', '111000-2-0', '001111-3-3', '033333-3-3', '222202-1-3', '222222-2-0', '222202-2-1', '100101-2-0', '033030-3-1', '220222-2-3', '222220-2-0', '330033-0-2', '300333-1-2', '010100-2-1', '111011-2-0', '101101-1-3', '202222-1-3', '303333-2-3', '000000-1-2', '101111-3-2', '022002-2-3', '002220-3-3', '300333-3-2', '303000-1-3', '100011-3-2', '110101-2-1', '101101-3-2', '111110-1-0', '002020-2-0', '330000-3-3', '003003-3-3', '000022-3-3', '033000-2-0', '011100-1-1', '033303-0-0', '010100-3-0', '110000-2-0', '101110-1-0', '100100-1-1', '222220-2-2', '002022-3-0', '003030-1-1', '033003-2-0', '010111-1-1', '303330-0-0', '010010-1-1', '030300-2-2', '033000-1-0', '000110-3-1', '033330-2-3', '011011-3-2', '020202-2-0', '101011-1-0', '303330-2-3', '022220-2-2', '200022-1-0', '011000-2-0', '020200-2-2', '001011-2-0', '202000-1-2', '200000-1-1', '111010-2-0', '020000-3-2', '022222-1-2', '333330-1-2', '101111-1-1', '300033-0-0', '303330-1-1', '220022-3-3', '003033-1-1', '110101-3-0', '011111-3-3', '110001-3-1', '002200-1-3', '010110-1-0', 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'000022-3-2', '001010-1-0', '000333-2-0', '020200-1-1', '011010-2-3', '101101-2-1', '330330-3-3', '022222-3-1', '202022-3-1', '011010-3-2', '110011-2-2', '033030-2-0', '220222-2-3', '101011-3-2', '333303-0-0', '011001-3-1', '000110-3-3', '002220-2-3', '222222-2-2', '300000-3-1', '222002-1-0', '033030-0-0', '110000-1-2', '001101-1-1', '002202-3-0', '101101-3-0', '101110-2-2', '020202-1-3', '030300-3-0', '020200-2-3', '222220-2-0', '101001-3-0', '002022-3-1', '002020-3-0', '202000-3-3', '220000-3-3', '003333-1-0', '000111-0-0', '333033-2-0', '020200-2-0', '020000-1-3', '330303-2-0', '110101-3-3', '200000-1-3', '110001-2-3', '220202-1-1', '003033-1-1', '202222-2-0', '330300-2-0', '010011-1-0', '030000-3-3', '222002-0-0', '330033-1-1', '330330-1-3', '303033-0-0', '003333-2-0', '020222-2-2', '033030-3-1', '333033-3-3', '110101-2-0', '001000-3-0', '300000-2-0', '003303-1-2', '300030-2-0', '002200-3-2', '333330-2-0', '020222-3-0', '030033-3-0', '330003-3-1', '303000-3-1', '020002-2-3', '303330-3-0', '110101-1-0', '333033-1-3', '001111-1-0', '010111-1-2', '100100-3-3', '000100-2-1', '303333-1-0', '220020-1-2', '100111-1-0', '200000-1-0', '003300-3-0', '330330-3-0', '002000-2-1', '100000-2-1', '000010-3-1', '110110-3-1', '033333-2-1', '000222-2-3', '330300-1-2', '300303-0-0', '111000-1-0', '002220-1-0', '020022-1-0', '020220-2-1', '101101-3-0', '011000-2-2', '010010-1-0', '330003-3-2', '022222-3-3', '202200-3-2', '003303-2-2', '330033-3-3', '222022-1-3', '222220-0-0', '220220-0-0', '100001-1-1', '202202-1-0', '100010-3-0', '202020-2-3', '001100-3-3', '022002-3-1', '202222-1-2', '101101-0-0', '030300-3-0', '330333-2-3', '100111-1-2', '033030-3-0', '001101-3-0', '003333-3-3', '202022-3-0', '003000-3-3', '000333-2-3', '000020-0-0', '222020-1-0', '011100-2-3', '333330-1-2', '222002-1-2', '030333-2-2', '010000-3-2', '300300-1-0', '001100-0-0', '020222-3-0', '110000-2-0', '100100-2-1', '011011-2-2', '200020-1-0', '303330-1-1', '110111-0-0', '002022-2-1', '003330-1-3', '110001-1-2', '100010-1-0', '220220-3-1', '010111-0-0', '300000-2-2', '010100-1-0', '033003-2-0', '022000-2-0', '300003-3-3', '000222-2-2', '022202-3-1', '022200-2-0', '010000-2-1', '001110-2-1', '033030-3-3', '110100-2-2', '333003-2-3', '333030-2-3', '010011-1-0', '200000-1-2', '003000-1-2', '033000-1-1', '220002-0-0', '002002-1-0', '100101-1-0', '111001-1-0', '011111-1-0', '202020-3-3', '111111-1-3', '111100-3-0', '303003-3-0', '030333-1-1', '101000-1-2', '200002-2-0', '300300-1-1', '202002-2-3', '333303-0-0', '333303-2-2', '010110-2-0', '333300-3-2', '202000-2-1', '030033-1-2', '003300-2-0', '111010-1-1', '033333-3-3', '200200-2-1', '222020-0-0', '300000-1-2', '010111-2-1', '333330-3-1', '030330-3-1', '300000-2-2', '030030-1-0', '033003-3-1', '222002-2-0', '303000-2-1', '030303-0-0', '030000-3-2', '003333-1-0', '011101-1-0', '000033-2-0', '002220-2-0', '020222-2-0', '300303-1-3', '000300-1-0', '020220-2-0', '111110-3-0', '222020-2-2', '303330-2-1', '101100-1-3', '003303-1-0', '303030-3-2', '002000-2-2', '222002-3-0', '000030-2-0', '101010-3-0', '022200-1-1', '001101-3-0', '002020-2-3', '110011-2-3', '000000-3-3', '000022-2-1', '100000-1-1', '011011-3-2', '300300-2-1', '111110-2-1', '330030-3-0', '011011-0-0', '303333-1-3', '010111-0-0', '200202-3-2', '001000-1-0', '101111-3-3', '330333-1-0', '202002-1-1', '100101-2-2', '330003-1-0', '101101-1-0', '110010-3-3', '022220-3-3', '020020-1-0'] + --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89 + --- Maximum input size = -1 + --- X format manipulated by the model = base_Y + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 0.0, 3.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 0, 1.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 1, 3.0, 1.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 0.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 0.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 2.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 3.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 0.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 3.0, 3.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 0, 1.0, 3.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 3.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 1, 0, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 1, 1, 2.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 0, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 0, 1.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 0.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 1.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 2.0, 2.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 1, 1.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 0, 3.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 0, 3.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 0, 0, 1.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 3.0, 3.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 1.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 0, 2.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 1.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 1.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 0, 0, 3.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 1, 1.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 1, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 0, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 0, 3.0, 1.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 0, 1, 2.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 0, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 2.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 0, 1, 0, 3.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 0, 1.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 1, 0.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 0, 2.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 0, 0, 3.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 1, 1.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] +*** Total Configurations formatted: [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 1, 0, 1, 0, 1, 1, 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[0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0], [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0], [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0], [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0], [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0], [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0], [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0], [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0], [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0], [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0], [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0], [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0], [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0], [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0], [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0], [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0], [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0], [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0], [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0], [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0], [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0], [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0], [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0], [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0], [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0], [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0], [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0], [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0]] +---> Creating X dictionnary, from userfriendly values to x values +*** Total Configurations dictionnary: {'101111-1-0': [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], '011001-0-3': [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], '110111-0-1': [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], '101110-1-0': [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], '111101-0-0': [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], '111110-1-2': [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], '303303-0-1': [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], '222222-3-3': [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], '333333-3-2': [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], '202222-3-3': [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], '101101-2-2': [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], '003330-3-2': [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], '220202-3-2': [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0], '202220-2-3': [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], '333030-0-2': [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], '303330-3-0': [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], '202222-0-3': [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], '030333-2-3': [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], '022202-2-0': [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], '111010-2-0': [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], '333333-1-2': [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], '111111-2-1': [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], '222220-0-3': [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], '000300-0-0': [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], '222222-3-2': [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], '333300-3-0': [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], '110011-3-2': [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], '111011-2-1': [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], '202202-2-3': [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], '333303-1-2': [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], '202222-2-3': [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], '300033-3-2': [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], '330333-2-2': [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], '220222-0-1': [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], '033333-0-3': [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], '110110-0-3': [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], '110001-0-2': [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], '222022-2-3': [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], '111101-1-1': [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], '022022-1-3': [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], '000011-1-1': [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], '111011-3-0': [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], '220020-1-2': [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], '333033-0-2': [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], '222220-3-3': [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], '030300-2-0': [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], '220220-3-2': [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], '101110-2-3': [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], '111011-2-3': [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], '303300-0-1': [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], '222220-2-1': [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], '200222-2-3': [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], '220222-2-0': [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], '333333-3-3': [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], '110101-1-0': [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], '011010-1-3': [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], '303330-1-2': [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], '033033-2-0': [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], '333300-0-1': [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], '111111-3-1': [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], '110101-0-0': [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], '003333-1-2': [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], '333333-2-1': [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], '333300-1-0': [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], '220020-0-1': [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], '111111-1-2': [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], '101101-0-2': [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], '330330-2-3': [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], '333333-3-1': [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], '220220-0-0': [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], '110011-0-0': [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], '011111-3-2': [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], '303333-3-1': [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], '101111-3-0': [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], '222222-2-3': [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], '022222-0-3': [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], '303033-3-3': [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], '022222-0-0': [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], '100101-1-3': [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], '110111-1-2': [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], '222222-1-0': [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], '101111-3-3': [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], '111111-3-3': [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], '003333-3-1': [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], '011111-1-2': [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], '202022-1-2': [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], '330030-2-2': [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], '333330-3-0': [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], '111110-1-0': [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], '110111-0-0': [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], '202222-0-2': [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], '333333-1-1': [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], '111010-3-1': [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0], '111011-1-3': [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], '303333-0-3': [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], '033033-1-1': [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], '333333-1-3': [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], '011010-2-1': [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], '330030-0-1': [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], '111111-2-3': [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], '111111-2-2': [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], '033333-0-2': [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], '011110-1-1': [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], '333033-0-0': [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], '002200-2-2': [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], '011110-3-1': [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], '200202-3-0': [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], '111111-0-2': [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], '330033-3-0': [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], '222202-2-1': [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], '030033-0-1': [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], '022222-2-0': [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], '202222-3-1': [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], '333333-2-2': [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], '101111-2-1': [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], '100110-0-2': [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], '333300-1-2': [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], '000300-2-3': [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0], '010110-0-2': [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], '222220-1-2': [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], '222222-0-1': [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], '330333-0-1': [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], '033030-0-3': [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], '033330-0-0': [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], '303033-2-2': [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0], '202222-2-1': [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], 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1, 1, 1, 1, 0, 1, 2.0, 1.0], '303333-2-0': [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], '220220-1-2': [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], '222220-2-3': [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], '111011-3-3': [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], '220202-1-2': [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0], '222220-0-1': [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], '111111-1-0': [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], '033300-2-1': [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], '222222-0-2': [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], '330333-0-0': [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], '330330-3-0': [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], '002202-3-1': [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], '220022-2-1': [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], '202220-0-2': [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0], '222002-0-2': [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], '030330-3-0': [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], '222022-3-3': [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], '333333-0-1': [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], '202222-2-2': [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], '030330-3-3': [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], '222022-0-0': [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], '222000-1-1': [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], '101011-3-1': [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], '033033-2-2': [2.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0], '330303-3-1': [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], '030033-2-3': [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], '333333-1-0': [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], '101011-3-0': [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], '333033-1-1': [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], '222202-1-2': [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], '222020-2-1': [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], '001101-2-2': [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], '222222-1-1': [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], '101110-0-3': [0.0, 1, 0, 1, 1, 1, 0, 0.0, 3.0], '300033-2-1': [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], '111101-2-3': [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], '110110-3-1': [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], '222220-3-1': [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], '110110-2-0': [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], '000022-2-2': [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], '111011-1-0': [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], '222220-1-0': [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], '033333-1-0': [2.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], '202222-1-0': [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], '011111-2-1': [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], '110111-2-0': [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], '333333-0-3': [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], '110100-1-3': [0.0, 1, 1, 0, 1, 0, 0, 1.0, 3.0], '011011-1-0': [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], '100111-3-1': [0.0, 1, 0, 0, 1, 1, 1, 3.0, 1.0], '010100-0-0': [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], '222202-3-0': [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], '222222-3-0': [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], '330033-2-1': [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], '303300-2-2': [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], '222022-2-0': [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0], '220222-3-2': [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], '000111-3-0': [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], '111001-2-2': [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], '020220-2-1': [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], '222222-0-0': [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], '300333-3-2': [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], '222222-0-3': [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], '000200-2-1': [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], '333300-1-1': [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], '333333-2-0': [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], '110010-0-3': [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], '330030-1-2': [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], '220202-0-1': [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], '333030-3-2': [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], '111011-1-1': [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], '202220-3-0': [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], '222020-2-0': [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], '333303-0-2': [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], '100010-0-1': [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], '222222-3-1': [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], '101111-0-3': [0.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], '110011-0-2': [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], '101011-1-2': [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], '001011-2-2': [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], '011110-2-1': [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], '333033-2-2': [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], '330303-0-0': [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], '033030-3-2': [2.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0], '333330-1-0': [2.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], '222202-0-1': [1.0, 1, 1, 1, 1, 0, 1, 0.0, 1.0], '110111-3-3': [0.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], '333330-2-3': [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], '101010-2-3': [0.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0], '222002-2-3': [1.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0], '222022-1-3': [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], '033033-1-2': [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], '010111-3-2': [0.0, 0, 1, 0, 1, 1, 1, 3.0, 2.0], '222202-3-2': [1.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], '330330-0-0': [2.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], '222222-1-2': [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], '022222-1-1': [1.0, 0, 1, 1, 1, 1, 1, 1.0, 1.0], '101001-3-0': [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0], '033333-0-0': [2.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], '000000-0-0': [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0], '100000-0-0': [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], '200000-0-0': [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], '300000-0-0': [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], '110000-0-0': [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], '220000-0-0': [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], '330000-0-0': [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], '111000-0-0': [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], '222000-0-0': [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], '333000-0-0': [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], '300000-1-0': [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], '300000-2-0': [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], '100000-1-0': [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], '200000-2-0': [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], '300000-3-0': [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0], '000000-1-0': [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], '000000-2-0': [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], '000000-3-0': [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0], '000000-0-3': [0, 0, 0, 0, 0, 0, 0, 0.0, 3.0], '000000-1-1': [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], '000000-2-2': [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], '000000-3-1': [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0], '000000-3-2': [0, 0, 0, 0, 0, 0, 0, 3.0, 2.0], '000000-3-3': [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0], '333300-0-0': [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], '333330-0-0': [2.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0], '333333-0-0': [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], '333333-3-0': [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], '330000-3-0': [2.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0], '333000-3-0': [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0], '300000-3-3': [2.0, 1, 0, 0, 0, 0, 0, 3.0, 3.0], '330303-1-1': [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], '022202-2-2': [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0], '100111-1-0': [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], '303033-3-1': [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], '101111-1-3': [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], '002220-1-1': [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], '111110-1-1': [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], '220222-3-3': [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], '022202-2-3': [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], '000100-0-2': [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], '011001-2-1': [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], '220202-2-3': [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], 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3.0, 3.0], '222002-0-0': [1.0, 1, 1, 1, 0, 0, 1, 0.0, 0.0], '330033-1-1': [2.0, 1, 1, 0, 0, 1, 1, 1.0, 1.0], '330330-1-3': [2.0, 1, 1, 0, 1, 1, 0, 1.0, 3.0], '303033-0-0': [2.0, 1, 0, 1, 0, 1, 1, 0.0, 0.0], '003333-2-0': [2.0, 0, 0, 1, 1, 1, 1, 2.0, 0.0], '020222-2-2': [1.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], '333033-3-3': [2.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], '110101-2-0': [0.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0], '001000-3-0': [0.0, 0, 0, 1, 0, 0, 0, 3.0, 0.0], '003303-1-2': [2.0, 0, 0, 1, 1, 0, 1, 1.0, 2.0], '300030-2-0': [2.0, 1, 0, 0, 0, 1, 0, 2.0, 0.0], '002200-3-2': [1.0, 0, 0, 1, 1, 0, 0, 3.0, 2.0], '333330-2-0': [2.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], '020222-3-0': [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0], '030033-3-0': [2.0, 0, 1, 0, 0, 1, 1, 3.0, 0.0], '330003-3-1': [2.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], '303000-3-1': [2.0, 1, 0, 1, 0, 0, 0, 3.0, 1.0], '020002-2-3': [1.0, 0, 1, 0, 0, 0, 1, 2.0, 3.0], '001111-1-0': [0.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0], '010111-1-2': [0.0, 0, 1, 0, 1, 1, 1, 1.0, 2.0], '100100-3-3': [0.0, 1, 0, 0, 1, 0, 0, 3.0, 3.0], '000100-2-1': [0.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], '200000-1-0': [1.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], '003300-3-0': [2.0, 0, 0, 1, 1, 0, 0, 3.0, 0.0], '002000-2-1': [1.0, 0, 0, 1, 0, 0, 0, 2.0, 1.0], '100000-2-1': [0.0, 1, 0, 0, 0, 0, 0, 2.0, 1.0], '000010-3-1': [0.0, 0, 0, 0, 0, 1, 0, 3.0, 1.0], '033333-2-1': [2.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], '000222-2-3': [1.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0], '330300-1-2': [2.0, 1, 1, 0, 1, 0, 0, 1.0, 2.0], '300303-0-0': [2.0, 1, 0, 0, 1, 0, 1, 0.0, 0.0], '111000-1-0': [0.0, 1, 1, 1, 0, 0, 0, 1.0, 0.0], '002220-1-0': [1.0, 0, 0, 1, 1, 1, 0, 1.0, 0.0], '020022-1-0': [1.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0], '011000-2-2': [0.0, 0, 1, 1, 0, 0, 0, 2.0, 2.0], '010010-1-0': [0.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0], '330003-3-2': [2.0, 1, 1, 0, 0, 0, 1, 3.0, 2.0], '022222-3-3': [1.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], '202200-3-2': [1.0, 1, 0, 1, 1, 0, 0, 3.0, 2.0], '003303-2-2': [2.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], '330033-3-3': [2.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], '222220-0-0': [1.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0], '100001-1-1': [0.0, 1, 0, 0, 0, 0, 1, 1.0, 1.0], '202202-1-0': [1.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0], '100010-3-0': [0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0], '202020-2-3': [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0], '001100-3-3': [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0], '022002-3-1': [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0], '202222-1-2': [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0], '101101-0-0': [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0], '330333-2-3': [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0], '100111-1-2': [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], '033030-3-0': [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0], '001101-3-0': [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0], '003333-3-3': [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], '202022-3-0': [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], '003000-3-3': [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0], '000333-2-3': [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0], '000020-0-0': [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0], '011100-2-3': [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0], '222002-1-2': [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], '010000-3-2': [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], '300300-1-0': [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0], '001100-0-0': [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0], '100100-2-1': [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], '011011-2-2': [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0], '200020-1-0': [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0], '002022-2-1': [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0], '003330-1-3': [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0], '110001-1-2': [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0], '100010-1-0': [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0], '220220-3-1': [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], '010111-0-0': [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0], '300000-2-2': [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0], '010100-1-0': [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0], '022000-2-0': [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], '300003-3-3': [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0], '000222-2-2': [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0], '022202-3-1': [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0], '022200-2-0': [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0], '010000-2-1': [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0], '001110-2-1': [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0], '033030-3-3': [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0], '110100-2-2': [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0], '333003-2-3': [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0], '333030-2-3': [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0], '200000-1-2': [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0], '003000-1-2': [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0], '033000-1-1': [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0], '220002-0-0': [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0], '002002-1-0': [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0], '100101-1-0': [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0], '111001-1-0': [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0], '011111-1-0': [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], '202020-3-3': [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0], '111100-3-0': [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], '303003-3-0': [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0], '030333-1-1': [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0], '101000-1-2': [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], '200002-2-0': [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0], '300300-1-1': [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], '202002-2-3': [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0], '333303-2-2': [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0], '010110-2-0': [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0], '333300-3-2': [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0], '202000-2-1': [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], '030033-1-2': [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0], '003300-2-0': [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0], '111010-1-1': [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0], '200200-2-1': [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], '222020-0-0': [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0], '300000-1-2': [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0], '010111-2-1': [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0], '333330-3-1': [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], '030330-3-1': [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0], '030030-1-0': [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0], '033003-3-1': [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0], '222002-2-0': [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0], '030303-0-0': [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0], '030000-3-2': [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], '011101-1-0': [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0], '000033-2-0': [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0], '002220-2-0': [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0], '020222-2-0': [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0], '300303-1-3': [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], '000300-1-0': [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0], '020220-2-0': [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0], '111110-3-0': [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], '222020-2-2': [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0], '303330-2-1': [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0], '101100-1-3': [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0], '003303-1-0': [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0], '303030-3-2': [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0], '002000-2-2': [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0], '222002-3-0': [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], '000030-2-0': [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0], '101010-3-0': [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0], '022200-1-1': [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], '002020-2-3': [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0], '110011-2-3': [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0], '000022-2-1': [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0], '100000-1-1': [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], '300300-2-1': [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], '330030-3-0': [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0], '011011-0-0': [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0], '303333-1-3': [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], '200202-3-2': [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0], '001000-1-0': [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0], '330333-1-0': [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0], '202002-1-1': [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0], '100101-2-2': [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0], '330003-1-0': [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], '101101-1-0': [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0], '110010-3-3': [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0], '022220-3-3': [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0], '020020-1-0': [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0]} + --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89 + --- Maximum input size = -1 + --- X format manipulated by the model = base_Y + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv +*** Total energy efficiencies: [10829988671.831848, 11271402985.343796, 11835117871.856445, 11115693246.882881, 7744553642.650806, 14014690198.265823, 12835751160.993692, 15072476000.850086, 15861711256.58063, 15103367446.80594, 14193154641.516396, 13704431053.692589, 14941965406.36169, 13904280154.559978, 11958775708.378078, 12422190504.229136, 13244489299.11487, 14498805298.443407, 14878826834.261774, 13184350176.340683, 14515768479.29906, 15148485454.424267, 11563514337.02325, 1619850293.4358807, 15227537478.77662, 12714137867.025375, 13712530510.380384, 14204444570.706173, 14288735332.61318, 14395593796.65072, 15034451445.487333, 14177780865.38339, 15278348593.857187, 14874621812.74041, 13280265392.82361, 11308622485.386433, 11533320339.125751, 14655579232.458004, 14823423380.68923, 12977423176.899149, 11067652130.41236, 12470196231.00789, 12658099664.813522, 13903816180.427042, 14471780028.94356, 11667290866.728037, 14092347150.879715, 14166071691.655617, 14334040479.330315, 10199294208.840748, 14563969322.455019, 14594342940.789293, 15440819969.30365, 15988488288.432327, 10499448253.994251, 12057461036.314661, 13026006421.821165, 14474943149.660782, 10890802281.840895, 13789280489.133356, 6206361520.558573, 13753001592.597586, 15929350146.231434, 10346654305.863657, 10312116840.40865, 14097711236.580742, 11969296360.974827, 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/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv +*** Total energy : [35.536402216432755, 64.71129799002061, 36.734913097035495, 30.700472577378978, 26.767238609212782, 63.44082042960884, 58.54108121624596, 97.28797445994333, 85.51534231485796, 84.49044180099274, 75.19043109374802, 75.87039020058079, 88.45960297015073, 77.17119209715501, 55.19798222953497, 52.15820338037457, 78.94530881409207, 91.76824551852016, 54.087718626572986, 43.78047104305274, 91.83877298181203, 58.45814541687684, 67.53882894703122, 22.60411372898465, 102.00341241380069, 51.080839551389985, 81.77773921998886, 58.70580259207987, 93.11184671772176, 83.8645825370609, 92.69644842655524, 85.35681971478988, 89.99138924115384, 48.32825169162293, 80.89218696331669, 64.13091227501518, 52.516287756608044, 98.33180383203538, 41.43583708148781, 86.69594291794053, 41.81970183069355, 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16.982170959553237, 12.26762907254409, 13.04299789746687, 12.369555647233597, 12.801274922165252, 12.615399718681916, 12.909260168513825, 12.654544813790569, 17.236925200640222, 13.49249894433128, 12.473598223784801, 12.58462594133227, 12.504158981784528, 13.028609429521124, 12.105878961419078, 23.863863929112192, 12.756494833976223, 17.76713091857071, 11.76973873612909, 12.941299579331238, 24.401835984242894, 16.598746445608374, 12.88737035992497, 24.722444893035714, 12.77057489674986, 12.939562727214717, 12.583421405685236, 13.574697742750608] + --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89 + --- Maximum input size = -1 + --- X format manipulated by the model = base_Y + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv +*** Total workload : [384859000000.0, 729387000000.0, 434762000000.0, 341257000000.0, 207301000000.0, 889103000000.0, 751419000000.0, 1466370000000.0, 1356420000000.0, 1276090000000.0, 1067190000000.0, 1039760000000.0, 1321760000000.0, 1073010000000.0, 660100000000.0, 647919000000.0, 1045590000000.0, 1330530000000.0, 804762000000.0, 577217000000.0, 1333110000000.0, 885553000000.0, 780986000000.0, 36615300000.0, 1553260000000.0, 649449000000.0, 1121380000000.0, 833883000000.0, 1330450000000.0, 1207280000000.0, 1393640000000.0, 1210170000000.0, 1374920000000.0, 718865000000.0, 1074270000000.0, 725232000000.0, 605687000000.0, 1441110000000.0, 614221000000.0, 1125090000000.0, 462846000000.0, 701994000000.0, 789711000000.0, 1008420000000.0, 1042480000000.0, 481297000000.0, 1089140000000.0, 1009360000000.0, 1020840000000.0, 342218000000.0, 854971000000.0, 1170120000000.0, 906046000000.0, 1241900000000.0, 341432000000.0, 823818000000.0, 837673000000.0, 832017000000.0, 388168000000.0, 930688000000.0, 163431000000.0, 1120720000000.0, 1236060000000.0, 341169000000.0, 342698000000.0, 919225000000.0, 660101000000.0, 1078020000000.0, 1187550000000.0, 163388000000.0, 163547000000.0, 1174400000000.0, 1164630000000.0, 692323000000.0, 1330070000000.0, 994970000000.0, 1121790000000.0, 989833000000.0, 489762000000.0, 821895000000.0, 887774000000.0, 768047000000.0, 1124420000000.0, 1264290000000.0, 1137720000000.0, 888481000000.0, 1063630000000.0, 1027130000000.0, 727308000000.0, 385836000000.0, 207423000000.0, 988207000000.0, 1194980000000.0, 898390000000.0, 968465000000.0, 1092070000000.0, 930263000000.0, 979622000000.0, 1520280000000.0, 1334240000000.0, 743914000000.0, 1585470000000.0, 340358000000.0, 1219380000000.0, 1156550000000.0, 1160190000000.0, 564900000000.0, 658846000000.0, 972109000000.0, 940710000000.0, 813702000000.0, 752107000000.0, 1051920000000.0, 1135860000000.0, 610977000000.0, 901273000000.0, 1230950000000.0, 1567090000000.0, 880803000000.0, 847131000000.0, 603622000000.0, 841124000000.0, 998659000000.0, 611588000000.0, 889727000000.0, 816621000000.0, 885729000000.0, 698028000000.0, 163295000000.0, 1392390000000.0, 1122870000000.0, 918121000000.0, 1277590000000.0, 928850000000.0, 1002220000000.0, 1198670000000.0, 340610000000.0, 1109700000000.0, 1173790000000.0, 1148220000000.0, 942341000000.0, 384524000000.0, 1050630000000.0, 677060000000.0, 1097340000000.0, 669726000000.0, 602738000000.0, 1166140000000.0, 340653000000.0, 206752000000.0, 788934000000.0, 1309170000000.0, 390812000000.0, 703011000000.0, 1227070000000.0, 668619000000.0, 1182760000000.0, 510917000000.0, 1296140000000.0, 983338000000.0, 1135690000000.0, 904021000000.0, 840461000000.0, 1118250000000.0, 1111960000000.0, 1068880000000.0, 433988000000.0, 429951000000.0, 755228000000.0, 1092930000000.0, 659131000000.0, 647698000000.0, 341309000000.0, 1015320000000.0, 1025160000000.0, 659458000000.0, 1150120000000.0, 887229000000.0, 596880000000.0, 1401550000000.0, 907657000000.0, 1406680000000.0, 979660000000.0, 490700000000.0, 513470000000.0, 1365030000000.0, 875436000000.0, 1350220000000.0, 1087320000000.0, 1075840000000.0, 1243600000000.0, 1531480000000.0, 975387000000.0, 677999000000.0, 1069900000000.0, 1172800000000.0, 806364000000.0, 1024450000000.0, 887255000000.0, 982802000000.0, 778591000000.0, 1020690000000.0, 1190120000000.0, 1231560000000.0, 879587000000.0, 946532000000.0, 576130000000.0, 1092470000000.0, 385489000000.0, 385750000000.0, 839388000000.0, 668521000000.0, 819865000000.0, 621300000000.0, 1644520000000.0, 1209910000000.0, 870626000000.0, 622642000000.0, 341243000000.0, 929019000000.0, 77422300000.0, 1047870000000.0, 1103560000000.0, 1167130000000.0, 1013330000000.0, 904706000000.0, 1450630000000.0, 595040000000.0, 1075050000000.0, 747522000000.0, 591275000000.0, 1386980000000.0, 1127120000000.0, 645068000000.0, 562703000000.0, 341795000000.0, 1195420000000.0, 676237000000.0, 792459000000.0, 1089440000000.0, 1496100000000.0, 616183000000.0, 1115930000000.0, 609225000000.0, 666775000000.0, 841747000000.0, 890469000000.0, 938774000000.0, 575478000000.0, 1038170000000.0, 296221000000.0, 1253340000000.0, 1098030000000.0, 702004000000.0, 659934000000.0, 836960000000.0, 995211000000.0, 795670000000.0, 1154450000000.0, 410896000000.0, 116019000000.0, 75662100000.0, 188126000000.0, 75472200000.0, 75619700000.0, 75791800000.0, 76037200000.0, 250600000000.0, 188485000000.0, 188372000000.0, 252710000000.0, 75350800000.0, 188258000000.0, 76579500000.0, 187451000000.0, 188320000000.0, 76577300000.0, 252880000000.0, 90000000000.0, 62060000000.00001, 126699999999.99998, 160362534000.0, 141737000000.0, 261014000000.0, 336804200000.0, 229160700000.0, 407984000000.0, 495630000000.0, 381053900000.0, 624912800000.0, 279024200000.0, 612180000000.0, 847040000000.0, 255406809999.99997, 553843000000.0, 674420000000.0, 764552224000.0, 456680000000.0, 1031700000000.0, 939240200000.0, 1228063800000.0, 1321045181000.0, 90000000000.0, 160362000000.0, 336800000000.0, 495630000000.0, 690600000000.0, 922319899999.9999, 1111780000000.0, 1708829000000.0, 2138468100000.0, 674420000000.0, 764552224000.0, 1321045192200.0, 847040000000.0, 1030320000000.0, 1238267000000.0, 1272335000000.0, 927239000000.0, 1183170000000.0, 1304260000000.0, 340806000000.0, 1165360000000.0, 956304000000.0, 504359000000.0, 607029000000.0, 1419050000000.0, 1322220000000.0, 511186000000.0, 753627000000.0, 1545480000000.0, 1326310000000.0, 1286520000000.0, 917298000000.0, 1075410000000.0, 386527000000.0, 1392220000000.0, 296054000000.0, 1157720000000.0, 465769000000.0, 1147520000000.0, 648988000000.0, 1441490000000.0, 1338160000000.0, 1128660000000.0, 620979000000.0, 660057000000.0, 621352000000.0, 705708000000.0, 1215510000000.0, 583752000000.0, 1109910000000.0, 728951000000.0, 854837000000.0, 1093320000000.0, 1204290000000.0, 669302000000.0, 1344000000000.0, 669373000000.0, 120518000000.0, 1129550000000.0, 597734000000.0, 1122660000000.0, 773406000000.0, 651365000000.0, 793397000000.0, 741781000000.0, 1080270000000.0, 576491000000.0, 1091390000000.0, 1020310000000.0, 782461000000.0, 389008000000.0, 922514000000.0, 1069490000000.0, 1495690000000.0, 833125000000.0, 522093000000.0, 785724000000.0, 876778000000.0, 798892000000.0, 662577000000.0, 1464730000000.0, 949126000000.0, 1195150000000.0, 793652000000.0, 769953000000.0, 657684000000.0, 489284000000.0, 1186490000000.0, 1029010000000.0, 528177000000.0, 1075310000000.0, 1465640000000.0, 1187190000000.0, 1011640000000.0, 1139340000000.0, 528400000000.0, 853051000000.0, 1473510000000.0, 622002000000.0, 1020890000000.0, 1123940000000.0, 708617000000.0, 114044000000.0, 75397700000.0, 188238000000.0, 899168000000.0, 642325000000.0, 1148200000000.0, 1231760000000.0, 1092040000000.0, 1358090000000.0, 802787000000.0, 1052920000000.0, 801312000000.0, 1107650000000.0, 386346000000.0, 481907000000.0, 919146000000.0, 1089160000000.0, 975425000000.0, 483016000000.0, 511717000000.0, 523810000000.0, 602868000000.0, 482160000000.0, 339783000000.0, 468910000000.0, 1122250000000.0, 791500000000.0, 457591000000.0, 797305000000.0, 561414000000.0, 164210000000.0, 465592000000.0, 973974000000.0, 248947000000.0, 816637000000.0, 1115390000000.0, 1118000000000.0, 699019000000.0, 341562000000.0, 1136580000000.0, 1067220000000.0, 467309000000.0, 477863000000.0, 978690000000.0, 529344000000.0, 744002000000.0, 417293000000.0, 576433000000.0, 1017200000000.0, 1176010000000.0, 884567000000.0, 610004000000.0, 387933000000.0, 554757000000.0, 1258940000000.0, 785495000000.0, 683706000000.0, 1080890000000.0, 826039000000.0, 816784000000.0, 296355000000.0, 1076670000000.0, 666511000000.0, 790155000000.0, 1108040000000.0, 1058780000000.0, 649427000000.0, 1457420000000.0, 696696000000.0, 1221810000000.0, 786845000000.0, 1281440000000.0, 1036100000000.0, 499362000000.0, 907319000000.0, 1026130000000.0, 594388000000.0, 934178000000.0, 1018000000000.0, 1133690000000.0, 1137160000000.0, 1053900000000.0, 1134200000000.0, 1288950000000.0, 1123100000000.0, 818911000000.0, 650531000000.0, 1147970000000.0, 837972000000.0, 792233000000.0, 1295580000000.0, 1064140000000.0, 1410140000000.0, 1199390000000.0, 1201940000000.0, 1317880000000.0, 621287000000.0, 579951000000.0, 839092000000.0, 1560290000000.0, 1281610000000.0, 988330000000.0, 1004140000000.0, 1420930000000.0, 647651000000.0, 595795000000.0, 794369000000.0, 1025270000000.0, 599027000000.0, 206843000000.0, 1120000000000.0, 77034000000.0, 1306790000000.0, 770891000000.0, 1063420000000.0, 1207720000000.0, 981425000000.0, 253195000000.0, 381971000000.0, 800182000000.0, 251081000000.0, 77310900000.0, 557589000000.0, 249834000000.0, 1172810000000.0, 341424000000.0, 1257180000000.0, 791599000000.0, 670249000000.0, 469198000000.0, 578176000000.0, 1110990000000.0, 1112320000000.0, 251046000000.0, 797750000000.0, 453273000000.0, 1066090000000.0, 802566000000.0, 947963000000.0, 1150940000000.0, 1065500000000.0, 1054930000000.0, 1077010000000.0, 528706000000.0, 1437660000000.0, 1085330000000.0, 659151000000.0, 828186000000.0, 842285000000.0, 1042980000000.0, 1503460000000.0, 711499000000.0, 569101000000.0, 120523000000.0, 742453000000.0, 512558000000.0, 803050000000.0, 685957000000.0, 1077020000000.0, 1001440000000.0, 553257000000.0, 1019160000000.0, 616824000000.0, 629820000000.0, 1008170000000.0, 577790000000.0, 935898000000.0, 973425000000.0, 701607000000.0, 119754000000.0, 1025370000000.0, 482055000000.0, 760584000000.0, 879941000000.0, 1002820000000.0, 719617000000.0, 1038040000000.0, 785194000000.0, 788742000000.0, 904992000000.0, 523833000000.0, 296200000000.0, 899123000000.0, 389856000000.0, 924722000000.0, 883368000000.0, 523058000000.0, 936985000000.0, 1304580000000.0, 819516000000.0, 1379270000000.0, 575746000000.0, 519853000000.0, 431889000000.0, 1045880000000.0, 480105000000.0, 1046380000000.0, 621177000000.0, 890407000000.0, 876491000000.0, 993187000000.0, 780586000000.0, 1107010000000.0, 649547000000.0, 338870000000.0, 1273690000000.0, 339983000000.0, 841382000000.0, 890553000000.0, 645273000000.0, 838771000000.0, 788463000000.0, 341225000000.0, 206522000000.0, 615318000000.0, 690232000000.0, 649355000000.0, 653332000000.0, 736596000000.0, 874419000000.0, 1200800000000.0, 1189700000000.0, 792941000000.0, 388241000000.0, 296022000000.0, 296427000000.0, 467051000000.0, 748193000000.0, 694511000000.0, 975713000000.0, 251789000000.0, 1274200000000.0, 1366640000000.0, 1037890000000.0, 1214700000000.0, 1378590000000.0, 1191620000000.0, 207254000000.0, 163119000000.0, 463028000000.0, 569985000000.0, 562427000000.0, 1033420000000.0, 938032000000.0, 920166000000.0, 1083430000000.0, 163432000000.0, 553063000000.0, 1297990000000.0, 826707000000.0, 597374000000.0, 599739000000.0, 1217390000000.0, 815217000000.0, 878239000000.0, 1106200000000.0, 36502700000.0, 340761000000.0, 1063480000000.0, 881865000000.0, 1067950000000.0, 1149580000000.0, 932881000000.0, 251413000000.0, 77705200000.0, 894807000000.0, 478628000000.0, 704739000000.0, 1071560000000.0, 251645000000.0, 556705000000.0, 207456000000.0, 922819000000.0, 856638000000.0, 792529000000.0, 251048000000.0, 886763000000.0, 163223000000.0, 925262000000.0, 250933000000.0, 798681000000.0, 478244000000.0, 1137210000000.0, 1194990000000.0, 1054250000000.0, 528208000000.0, 656504000000.0, 742786000000.0, 907528000000.0, 1027350000000.0, 1317120000000.0, 1076600000000.0, 294678000000.0, 695332000000.0, 697039000000.0, 452665000000.0, 288115000000.0, 365016000000.0, 296920000000.0, 340789000000.0, 383695000000.0, 980366000000.0, 968531000000.0, 647859000000.0, 873090000000.0, 927365000000.0, 745522000000.0, 596832000000.0, 464963000000.0, 1236330000000.0, 659940000000.0, 1461590000000.0, 529080000000.0, 1142090000000.0, 698582000000.0, 1065450000000.0, 482013000000.0, 557603000000.0, 1537930000000.0, 706990000000.0, 162224000000.0, 697242000000.0, 803087000000.0, 964415000000.0, 855547000000.0, 926605000000.0, 251355000000.0, 1135010000000.0, 805558000000.0, 698385000000.0, 387977000000.0, 1037560000000.0, 271359000000.0, 76003700000.0, 253562000000.0, 75752500000.0, 188408000000.0, 252815000000.0, 75844800000.0, 75779900000.0, 75800200000.0, 75786600000.0, 75279300000.0, 76249300000.0, 252353000000.0, 75559400000.0, 76118600000.0, 188489000000.0, 76287800000.0, 74556000000.0, 75883500000.0, 75953500000.0, 75846500000.0, 75691200000.0, 76294200000.0, 188115000000.0, 75395500000.0, 75827400000.0, 75844700000.0, 75722300000.0, 75702900000.0, 75859500000.0, 252442000000.0, 75410500000.0, 188409000000.0, 76320200000.0, 75739300000.0, 251682000000.0, 188461000000.0, 75978600000.0, 254189000000.0, 75870700000.0, 75936400000.0, 75770300000.0, 75711000000.0] +--- Size of X before removing aberrants points from the dataset: 779 + --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'y'] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08299887e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.1271403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.18351179e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.11156932e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.74455364e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40146902e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.28357512e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.5072476e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.58617113e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51033674e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41931546e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37044311e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.49419654e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39042802e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19587757e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24221905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32444893e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44988053e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.48788268e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.31843502e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.45157685e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51484855e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.15635143e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.61985029e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.52275375e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27141379e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37125305e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42044446e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42887353e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43955938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.50344514e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41777809e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52783486e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.48746218e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32802654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13086225e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.15333203e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.46555792e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.48234234e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29774232e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.10676521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24701962e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26580997e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.39038162e+10] + --- Actual line: [1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 0.000000e+00 3.000000e+00 3.000000e+00 1.447178e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16672909e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.40923472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41660717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.43340405e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.01992942e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.45639693e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45943429e+10] + --- Actual line: [1.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 2.000000e+00 0.000000e+00 1.544082e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.59884883e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04994483e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.2057461e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.30260064e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44749431e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.08908023e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37892805e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.20636152e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37530016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.59293501e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.03466543e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.03121168e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40977112e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19692964e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37841295e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.58046794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.21848008e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 6.0035541e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41517778e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53310511e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28357512e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58728395e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.40954062e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.49258187e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.40453581e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.23172733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.18177467e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.38291546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.58649827e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.35610137e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26167682e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37126057e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37430031e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43905184e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.40877016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24777428e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1913314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.76512063e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.50120171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50529412e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.27854185e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.19024664e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.30700673e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4223092e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.36774769e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.48003434e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45222612e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35851845e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53029447e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 9.9389747e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.26749781e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.58475089e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34467703e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.44039916e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.18380601e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38857067e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.18788265e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.23739864e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34193784e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25920003e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62152871e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.16078901e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.57324972e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.41226182e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52225306e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50071509e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4778842e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16911206e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.33612137e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.10634767e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16072299e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37728336e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56667126e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.34515093e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 3.0000000e+00 1.0395313e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.11168493e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.40475284e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.56866436e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3830417e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.40800451e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.23214317e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.45006554e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50704317e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05155346e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.2840399e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.51233765e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42495002e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32296657e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.14593086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.33203504e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.06843885e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37661787e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44607304e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4639638e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.38226171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05839146e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.21933048e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.56712056e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41036363e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.08901025e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22202928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44462326e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.47781868e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43133185e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.00753333e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58243873e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.41299218e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51501149e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.51597611e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29764633e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.40529769e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43206362e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.41239547e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.17426711e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24424846e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.36947093e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.51113099e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.14617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25135616e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08719878e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.0000000e+00 1.3345451e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.52480166e+10] + --- Actual line: [1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 0.000000e+00 0.000000e+00 2.000000e+00 1.210815e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37404161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36201928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17422712e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46571903e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.45081449e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.53859883e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30252938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22956161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.35691654e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.40194057e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29080559e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43619764e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.45091553e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34687572e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.3852123e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53385055e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37309449e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1787671e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.47266513e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.49333524e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 1.0000000e+00 1.4254436e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39852903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51068127e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.76305587e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.05697184e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34900882e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27403953e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42144794e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25974412e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.30534329e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35173678e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.42811851e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.15326021e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.2054278e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.34185321e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.51704782e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.49301419e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.39979171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.46502115e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.35853691e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.12161315e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37319631e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08877549e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.16051016e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 3.2921052e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.36628074e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.54326703e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37670126e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39675339e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.55280468e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47928994e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20354903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43599346e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34946757e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.42637888e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.38267645e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.45156421e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.20173675e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.40959228e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.02289128e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.4384743e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.08315019e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2684319e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5834385e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.55959282e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.40048961e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35454919e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.45768557e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20802272e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.3277356e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35833761e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32258163e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27016708e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36955158e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 9.20191768e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.57906788e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.4598327e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.20898518e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.17836429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29186949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.35599656e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37435508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.53125053e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.06328909e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 7.10429099e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 5.60902829e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.02693655e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 5.35876963e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 5.41307149e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 5.5246177e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 5.88301045e+09] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 2.0000000e+00 9.8808371e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.04027097e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.04781384e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.02758976e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 5.52001281e+09] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 2.0000000e+00 1.0467861e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.53624023e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.05208007e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.05716738e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 5.30315485e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.05243549e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.14646991e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 2.75149756e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.11195876e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49238675e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.83825219e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.15764371e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72591788e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.79332038e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.27052579e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08601009e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.32669877e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.90917027e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43226132e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.15955441e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.49873288e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17504872e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00844081e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 9.84837785e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.27981795e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52510886e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.16421121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.24468003e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14737116e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.14646991e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49236846e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72580907e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.28772387e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.6232148e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.72762382e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.60890354e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.72703332e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00844081e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 9.84837785e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14737117e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.15955441e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.30419857e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.34384001e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.31750459e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4023082e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.41093873e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.50678657e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.06625268e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33793583e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.22923212e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34042687e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.49118634e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.4253217e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44279949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.02985869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35492359e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53866985e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45682552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49826875e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.34349373e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46285661e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.11935579e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41939403e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.63251939e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.29104723e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24688746e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.23623911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.60776098e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46021001e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.46620901e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.34385482e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37204513e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.24225609e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37862959e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.28550401e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43992006e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.08806232e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3323687e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.18311692e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42863878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.35065595e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.5017969e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.45861685e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.52747546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.48219513e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.99298486e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.50491354e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.23001835e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49019082e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.62395925e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.26890993e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2790717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42216357e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44018342e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28080824e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.52035759e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50977124e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.28945407e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.14789608e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.14965257e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 2.0000000e+00 1.4357811e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46632081e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31640091e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.05427403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.16456327e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.43715535e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28316006e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.2484488e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.50997869e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29882275e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47681257e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.24218819e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.35679503e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.17466713e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22107726e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.32922868e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.55429381e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.2373818e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22662061e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51210897e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43548843e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 4.99006976e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62848414e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.26492453e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.22487626e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.3410884e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38615508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.26196182e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35750599e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35329351e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 7.61197211e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 5.64248111e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06601171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 8.56340344e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.60894833e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.77136622e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31455794e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14174019e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 2.0000000e+00 1.4000308e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.07781036e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.31259434e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37093911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33406796e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1201156e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15226888e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.09831694e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26011081e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.10129248e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.2667865e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.01354604e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.04481854e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13522454e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0275982e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21849579e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47544418e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28506129e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.19421665e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27119883e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.33523114e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.98996083e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21449426e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34686302e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.07102502e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.09848464e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.24761705e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35027843e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.34892511e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0229007e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.19979603e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39857793e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.18398261e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13987003e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34231071e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.18982887e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.20433899e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.11383506e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29170929e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.18446643e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.47024878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32931349e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.43375342e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.81950875e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34612874e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.3202209e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.3313576e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17630175e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26726008e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21275331e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06502511e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.25266245e+09] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.3912637e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17493902e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15034556e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29667041e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33265634e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21587199e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47721397e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.38855911e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.60287492e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.39595981e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49141319e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5954256e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05659883e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.58593215e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30187314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20274418e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.25503898e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.38264586e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.47514165e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.43964435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47483272e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42368007e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49171798e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42439591e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56734162e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59293248e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3084073e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30421797e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59037379e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45223666e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.669555e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.54786781e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.44633867e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43976042e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47708306e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35264002e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.0884176e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32363199e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53808057e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.45513809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.42460695e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31207767e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.49383048e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.26557287e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.30047975e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13922335e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38715302e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18723391e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 7.4235743e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.36572468e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.21187108e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49847081e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.3684477e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.47893552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42876737e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33868271e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.05547011e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 9.98093641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42243869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46517849e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.44467677e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00743385e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.51353652e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.51084332e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09921879e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.5452392e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34712792e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.10813024e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.28592389e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 0.0000000e+00 1.0849423e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3609238e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.38745711e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.55893253e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27294645e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.2611406e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.25045329e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.41198863e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.24431658e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53331902e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47338116e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 2.0000000e+00 1.3560885e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44090558e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25867067e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.47531358e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.39904949e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.15884121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.27979032e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12597397e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31961114e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.60706595e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15302086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37178351e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.05443628e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.25164121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36834284e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27552159e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20806796e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47369817e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.27983291e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16258251e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.23565711e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38833934e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.14727579e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33944657e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.09215136e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32096906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22365022e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.71802711e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44443128e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.18521749e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.07110762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.41854636e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32688115e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.11846064e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.34844309e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.55576403e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34512379e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.52826682e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.23269603e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.7832042e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12330269e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.10683871e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.41506764e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.20706762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.04357663e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.32855055e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49043735e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25303862e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.48854047e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28095098e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05405733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.09214779e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29204976e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16485764e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28124968e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.36925904e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42374088e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25164435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.35332648e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21312406e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33210425e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28453472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08441522e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.35068878e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.02998492e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32850643e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14601097e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.23365865e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30344958e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26702084e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04812794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 7.49636426e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.06795049e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.19274809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24537499e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26603272e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.12305291e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29403772e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50765891e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39017287e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.27979032e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.26560792e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66828127e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.56809614e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.26613211e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.39401577e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18093173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.36541699e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.67746722e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.34844491e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.47631111e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37678087e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43376781e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.46203105e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.32016192e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.05107104e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.24317806e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37699699e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.12949171e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31505754e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2879909e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42323025e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.44434992e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.23379214e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16688838e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 2.000000e+00 3.000000e+00 1.488587e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26481734e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21334927e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1963268e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.42649079e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.4577047e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22843332e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41576683e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.56853641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07421424e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.28683733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35878427e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.39724519e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.48466637e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28602973e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.47651581e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.28452529e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.40906196e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13550556e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.28190173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43386238e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.72120911e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38905866e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.53392148e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.46390379e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.13416362e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26571704e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46711373e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29533343e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.25723493e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.31444044e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.60985312e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29327291e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15270985e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.27973791e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44296396e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44748803e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25242658e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24791131e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35471984e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.19370345e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39844688e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45639269e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37285697e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.4223177e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17434847e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17333571e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.23074197e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.91909489e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09202733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66286272e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07209633e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.17547489e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.17395832e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.30084177e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25142819e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27330952e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38674521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.18876522e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.24690456e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.19162384e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27140247e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.11178559e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46646703e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17866707e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.29774905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.25013752e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.24436304e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.1105916e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36718857e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46097801e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26434558e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.76658036e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17025858e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4055841e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.23773252e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.17756364e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.29357906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.31932913e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.17101778e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.46817223e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.27207528e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 8.8804426e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.11799048e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0537108e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 5.92648784e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 9.99110791e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 5.80463907e+09] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.1107569e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06799725e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 6.01695578e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 5.95542957e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 6.03092659e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 5.81692959e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 5.74630082e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 5.79290369e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07431349e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 6.00777406e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 5.68223789e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.10992226e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 6.21863476e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 5.71618022e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 6.13470587e+09] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 5.9332744e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 6.01221682e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 5.86331441e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 6.02899949e+09] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.0913492e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 5.58796576e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 6.07902736e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 6.02678302e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 6.05576145e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 5.81050772e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.26633163e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.05784173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.91152807e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.06043527e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 6.48445352e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 5.85253942e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.03140632e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.13539339e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 2.0000000e+00 2.0000000e+00 5.8956007e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.02817085e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 5.94106464e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 5.8685446e+09] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 6.0214484e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 5.57736927e+09] + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, first computation result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.39150595873643 mAh) it is NOT far from the median. +--- Median :33.39150595873643, the gap is : 10 +--- So No we don't romove this configuration '101111-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '011001-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011001-0-3' +--- Neighbour 0 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011001-0-3' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.32437278660214 mAh) it is NOT far from the median. +--- Median :68.32437278660214, the gap is : 10 +--- So No we don't romove this configuration '011001-0-3' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '110111-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-0-1' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-0-1' +--- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (36.734913097035495 mAh) it is NOT far from the median. +--- Median :36.734913097035495, the gap is : 10 +--- So No we don't romove this configuration '110111-0-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '101110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '111101-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.6387646642511 mAh) it is NOT far from the median. +--- Median :28.6387646642511, the gap is : 10 +--- So No we don't romove this configuration '111101-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '111110-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-2' +--- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-2' +--- Neighbour 0 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.195799103128 mAh) it is NOT far from the median. +--- Median :64.195799103128, the gap is : 10 +--- So No we don't romove this configuration '111110-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '303303-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303303-0-1' +--- Neighbour 0 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303303-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.880158834189615 mAh) it is NOT far from the median. +--- Median :56.880158834189615, the gap is : 10 +--- So No we don't romove this configuration '303303-0-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.51534231485796 mAh) is far from the median. +--- Median :99.8453916327805, the gap is : 10 +--- So yes we remove this configuration '333333-3-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '202222-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (90.7376428641244 mAh) it is NOT far from the median. +--- Median :90.7376428641244, the gap is : 10 +--- So No we don't romove this configuration '202222-3-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '101101-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.251940060295 mAh) it is NOT far from the median. +--- Median :73.251940060295, the gap is : 10 +--- So No we don't romove this configuration '101101-2-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '003330-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003330-3-2' +--- Neighbour 0 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 749 in the X datas point +-------------- + --- Configuration: 303030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003330-3-2' +--- Neighbour 0 in the list of neghbours, And at position 749 in the X datas point +-------------- + --- Configuration: 303030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.7127969833484 mAh) it is NOT far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So No we don't romove this configuration '003330-3-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220202-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (88.45960297015073 mAh) is far from the median. +--- Median :77.28586489330746, the gap is : 10 +--- So yes we remove this configuration '220202-3-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202220-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.5738884766809 mAh) it is NOT far from the median. +--- Median :79.5738884766809, the gap is : 10 +--- So No we don't romove this configuration '202220-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333030-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333030-0-2' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333030-0-2' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.19798222953497 mAh) it is NOT far from the median. +--- Median :55.19798222953497, the gap is : 10 +--- So No we don't romove this configuration '333030-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '303330-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.1955872410731 mAh) it is NOT far from the median. +--- Median :55.1955872410731, the gap is : 10 +--- So No we don't romove this configuration '303330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '202222-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.5925937545452 mAh) it is NOT far from the median. +--- Median :69.5925937545452, the gap is : 10 +--- So No we don't romove this configuration '202222-0-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '030333-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.9404936835098 mAh) it is NOT far from the median. +--- Median :84.9404936835098, the gap is : 10 +--- So No we don't romove this configuration '030333-2-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '022202-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.82043413295036 mAh) it is NOT far from the median. +--- Median :51.82043413295036, the gap is : 10 +--- So No we don't romove this configuration '022202-2-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111010-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-2-0' +--- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.07023497595242 mAh) it is NOT far from the median. +--- Median :45.07023497595242, the gap is : 10 +--- So No we don't romove this configuration '111010-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.6335756822963 mAh) it is NOT far from the median. +--- Median :82.6335756822963, the gap is : 10 +--- So No we don't romove this configuration '333333-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.6922029582491 mAh) it is NOT far from the median. +--- Median :58.6922029582491, the gap is : 10 +--- So No we don't romove this configuration '111111-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-0-3' +--- Neighbour 0 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-0-3' +--- Neighbour 0 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.53882894703122 mAh) it is NOT far from the median. +--- Median :67.53882894703122, the gap is : 10 +--- So No we don't romove this configuration '222220-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000300-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000300-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000300-0-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.19724 mAh) it is NOT far from the median. +--- Median :29.19724, the gap is : 10 +--- So No we don't romove this configuration '000300-0-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.2884375590111 mAh) it is NOT far from the median. +--- Median :58.2884375590111, the gap is : 10 +--- So No we don't romove this configuration '333300-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '110011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6473695933206 mAh) it is NOT far from the median. +--- Median :77.6473695933206, the gap is : 10 +--- So No we don't romove this configuration '110011-3-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111011-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-2-1' +--- Neighbour 0 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-2-1' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.45814541687684 mAh) it is NOT far from the median. +--- Median :58.45814541687684, the gap is : 10 +--- So No we don't romove this configuration '111011-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202202-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.79533601234984 mAh) it is NOT far from the median. +--- Median :83.79533601234984, the gap is : 10 +--- So No we don't romove this configuration '202202-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333303-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.3851939063441 mAh) it is NOT far from the median. +--- Median :79.3851939063441, the gap is : 10 +--- So No we don't romove this configuration '333303-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.79533601234984 mAh) it is NOT far from the median. +--- Median :83.79533601234984, the gap is : 10 +--- So No we don't romove this configuration '202222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '300033-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300033-3-2' +--- Neighbour 0 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300033-3-2' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.10137841468074 mAh) it is NOT far from the median. +--- Median :87.10137841468074, the gap is : 10 +--- So No we don't romove this configuration '300033-3-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '330333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.99138924115384 mAh) it is NOT far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So No we don't romove this configuration '330333-2-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '220222-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.9976841972795 mAh) it is NOT far from the median. +--- Median :43.9976841972795, the gap is : 10 +--- So No we don't romove this configuration '220222-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '033333-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.5550372075793 mAh) it is NOT far from the median. +--- Median :83.5550372075793, the gap is : 10 +--- So No we don't romove this configuration '033333-0-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '110110-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110110-0-3' +--- Neighbour 0 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110110-0-3' +--- Neighbour 0 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.3690752564047 mAh) it is NOT far from the median. +--- Median :63.3690752564047, the gap is : 10 +--- So No we don't romove this configuration '110110-0-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '110001-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110001-0-2' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110001-0-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.004272107212 mAh) it is NOT far from the median. +--- Median :56.004272107212, the gap is : 10 +--- So No we don't romove this configuration '110001-0-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (98.33180383203538 mAh) is far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So yes we remove this configuration '222022-2-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111101-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.1716606409971 mAh) it is NOT far from the median. +--- Median :41.1716606409971, the gap is : 10 +--- So No we don't romove this configuration '111101-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '022022-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.3667303591789 mAh) it is NOT far from the median. +--- Median :81.3667303591789, the gap is : 10 +--- So No we don't romove this configuration '022022-1-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '000011-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000011-1-1' +--- Neighbour 0 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000011-1-1' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.6832 mAh) it is NOT far from the median. +--- Median :35.6832, the gap is : 10 +--- So No we don't romove this configuration '000011-1-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111011-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.41244164848047 mAh) it is NOT far from the median. +--- Median :53.41244164848047, the gap is : 10 +--- So No we don't romove this configuration '111011-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220020-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220020-1-2' +--- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220020-1-2' +--- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.4755025899128 mAh) it is NOT far from the median. +--- Median :62.4755025899128, the gap is : 10 +--- So No we don't romove this configuration '220020-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.85298501974917 mAh) it is NOT far from the median. +--- Median :76.85298501974917, the gap is : 10 +--- So No we don't romove this configuration '333033-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.5738884766809 mAh) it is NOT far from the median. +--- Median :79.5738884766809, the gap is : 10 +--- So No we don't romove this configuration '222220-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '030300-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.396418468531486 mAh) it is NOT far from the median. +--- Median :47.396418468531486, the gap is : 10 +--- So No we don't romove this configuration '030300-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220220-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-3-2' +--- Neighbour 0 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-3-2' +--- Neighbour 0 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.28586489330746 mAh) it is NOT far from the median. +--- Median :77.28586489330746, the gap is : 10 +--- So No we don't romove this configuration '220220-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '101110-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-2-3' +--- Neighbour 0 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-2-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.5738884766809 mAh) it is NOT far from the median. +--- Median :79.5738884766809, the gap is : 10 +--- So No we don't romove this configuration '101110-2-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.579674343825 mAh) it is NOT far from the median. +--- Median :80.579674343825, the gap is : 10 +--- So No we don't romove this configuration '111011-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '303300-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303300-0-1' +--- Neighbour 0 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303300-0-1' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.019265274982374 mAh) it is NOT far from the median. +--- Median :39.019265274982374, the gap is : 10 +--- So No we don't romove this configuration '303300-0-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222220-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.5693073110482 mAh) it is NOT far from the median. +--- Median :56.5693073110482, the gap is : 10 +--- So No we don't romove this configuration '222220-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '200222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.45268353263162 mAh) it is NOT far from the median. +--- Median :85.45268353263162, the gap is : 10 +--- So No we don't romove this configuration '200222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '220222-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.67863075260059 mAh) is far from the median. +--- Median :46.3133982052407, the gap is : 10 +--- So yes we remove this configuration '220222-2-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.67467453614748 mAh) is far from the median. +--- Median :98.71806225531626, the gap is : 10 +--- So yes we remove this configuration '333333-3-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.249086970467445 mAh) it is NOT far from the median. +--- Median :31.249086970467445, the gap is : 10 +--- So No we don't romove this configuration '110101-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '011010-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011010-1-3' +--- Neighbour 0 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011010-1-3' +--- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.21791539618593 mAh) it is NOT far from the median. +--- Median :71.21791539618593, the gap is : 10 +--- So No we don't romove this configuration '011010-1-3' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '303330-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.30775539783755 mAh) it is NOT far from the median. +--- Median :64.30775539783755, the gap is : 10 +--- So No we don't romove this configuration '303330-1-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033033-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.75656078333707 mAh) it is NOT far from the median. +--- Median :61.75656078333707, the gap is : 10 +--- So No we don't romove this configuration '033033-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '333300-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-0-1' +--- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-0-1' +--- Neighbour 0 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (36.9581904467489 mAh) it is NOT far from the median. +--- Median :36.9581904467489, the gap is : 10 +--- So No we don't romove this configuration '333300-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.49357382359369 mAh) it is NOT far from the median. +--- Median :67.49357382359369, the gap is : 10 +--- So No we don't romove this configuration '111111-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (27.241716653761866 mAh) it is NOT far from the median. +--- Median :27.241716653761866, the gap is : 10 +--- So No we don't romove this configuration '110101-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '003333-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.6335756822963 mAh) it is NOT far from the median. +--- Median :82.6335756822963, the gap is : 10 +--- So No we don't romove this configuration '003333-1-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-1' +--- Neighbour 0 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-1' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.59635035177494 mAh) it is NOT far from the median. +--- Median :77.59635035177494, the gap is : 10 +--- So No we don't romove this configuration '333333-2-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.97385398783962 mAh) it is NOT far from the median. +--- Median :32.97385398783962, the gap is : 10 +--- So No we don't romove this configuration '333300-1-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '220020-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220020-0-1' +--- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220020-0-1' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.4145827544387 mAh) it is NOT far from the median. +--- Median :33.4145827544387, the gap is : 10 +--- So No we don't romove this configuration '220020-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '111111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '111111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '101101-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-0-2' +--- Neighbour 0 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-0-2' +--- Neighbour 0 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.046315848522 mAh) it is NOT far from the median. +--- Median :56.046315848522, the gap is : 10 +--- So No we don't romove this configuration '101101-0-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '330330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.20736118066493 mAh) it is NOT far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So No we don't romove this configuration '330330-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.3720923830505 mAh) it is NOT far from the median. +--- Median :79.3720923830505, the gap is : 10 +--- So No we don't romove this configuration '333333-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '220220-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.31277417055063 mAh) it is NOT far from the median. +--- Median :28.31277417055063, the gap is : 10 +--- So No we don't romove this configuration '220220-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110011-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (27.241716653761866 mAh) it is NOT far from the median. +--- Median :27.241716653761866, the gap is : 10 +--- So No we don't romove this configuration '110011-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '011111-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3366281487845 mAh) it is NOT far from the median. +--- Median :75.3366281487845, the gap is : 10 +--- So No we don't romove this configuration '011111-3-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '303333-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.59635035177494 mAh) it is NOT far from the median. +--- Median :77.59635035177494, the gap is : 10 +--- So No we don't romove this configuration '303333-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101111-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.78135936837892 mAh) it is NOT far from the median. +--- Median :56.78135936837892, the gap is : 10 +--- So No we don't romove this configuration '101111-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.3646166621502 mAh) it is NOT far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So No we don't romove this configuration '222222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '022222-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6487009668172 mAh) it is NOT far from the median. +--- Median :77.6487009668172, the gap is : 10 +--- So No we don't romove this configuration '022222-0-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '303033-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.15771108741323 mAh) is far from the median. +--- Median :90.7376428641244, the gap is : 10 +--- So yes we remove this configuration '303033-3-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.85298501974917 mAh) it is NOT far from the median. +--- Median :76.85298501974917, the gap is : 10 +--- So No we don't romove this configuration '333033-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '022222-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-0-0' +--- Neighbour 0 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.9085203282099 mAh) it is NOT far from the median. +--- Median :39.9085203282099, the gap is : 10 +--- So No we don't romove this configuration '022222-0-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '100101-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-1-3' +--- Neighbour 0 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-1-3' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.54756184550816 mAh) it is NOT far from the median. +--- Median :69.54756184550816, the gap is : 10 +--- So No we don't romove this configuration '100101-1-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '110111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6497062836685 mAh) it is NOT far from the median. +--- Median :64.6497062836685, the gap is : 10 +--- So No we don't romove this configuration '110111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.2436589650941 mAh) it is NOT far from the median. +--- Median :45.2436589650941, the gap is : 10 +--- So No we don't romove this configuration '222222-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '101111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.49044180099274 mAh) it is NOT far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So No we don't romove this configuration '101111-3-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (100.207122447555 mAh) is far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So yes we remove this configuration '111111-3-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '003333-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.0798450282377 mAh) it is NOT far from the median. +--- Median :76.0798450282377, the gap is : 10 +--- So No we don't romove this configuration '003333-3-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '011111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '011111-1-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '202022-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202022-1-2' +--- Neighbour 0 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202022-1-2' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8277383833758 mAh) it is NOT far from the median. +--- Median :65.8277383833758, the gap is : 10 +--- So No we don't romove this configuration '202022-1-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '330030-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-2-2' +--- Neighbour 0 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-2-2' +--- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.20736118066493 mAh) it is NOT far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So No we don't romove this configuration '330030-2-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333330-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.15820338037457 mAh) it is NOT far from the median. +--- Median :52.15820338037457, the gap is : 10 +--- So No we don't romove this configuration '333330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '111110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.767238609212782 mAh) it is NOT far from the median. +--- Median :26.767238609212782, the gap is : 10 +--- So No we don't romove this configuration '110111-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '202222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.7851022973991 mAh) it is NOT far from the median. +--- Median :71.7851022973991, the gap is : 10 +--- So No we don't romove this configuration '202222-0-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.0356581632197 mAh) it is NOT far from the median. +--- Median :71.0356581632197, the gap is : 10 +--- So No we don't romove this configuration '333333-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '111010-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-3-1' +--- Neighbour 0 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-3-1' +--- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (70.2667978545078 mAh) is far from the median. +--- Median :58.70580259207987, the gap is : 10 +--- So yes we remove this configuration '111010-3-1' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-1-3' +--- Neighbour 0 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.3667303591789 mAh) is far from the median. +--- Median :71.2294033945321, the gap is : 10 +--- So yes we remove this configuration '111011-1-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '303333-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.89218696331669 mAh) it is NOT far from the median. +--- Median :80.89218696331669, the gap is : 10 +--- So No we don't romove this configuration '303333-0-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '033033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.6370944765814 mAh) it is NOT far from the median. +--- Median :58.6370944765814, the gap is : 10 +--- So No we don't romove this configuration '033033-1-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.49357382359369 mAh) it is NOT far from the median. +--- Median :67.49357382359369, the gap is : 10 +--- So No we don't romove this configuration '111111-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (102.719273058889 mAh) is far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So yes we remove this configuration '222222-2-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.40713429401492 mAh) it is NOT far from the median. +--- Median :86.40713429401492, the gap is : 10 +--- So No we don't romove this configuration '333333-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '011010-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011010-2-1' +--- Neighbour 0 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011010-2-1' +--- Neighbour 0 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.62139896793428 mAh) it is NOT far from the median. +--- Median :55.62139896793428, the gap is : 10 +--- So No we don't romove this configuration '011010-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (98.71806225531626 mAh) it is NOT far from the median. +--- Median :98.71806225531626, the gap is : 10 +--- So No we don't romove this configuration '333333-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '330030-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.531211142434685 mAh) it is NOT far from the median. +--- Median :34.531211142434685, the gap is : 10 +--- So No we don't romove this configuration '330030-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.2036865454932 mAh) is far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So yes we remove this configuration '111111-2-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '111111-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-2' +--- Neighbour 0 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-2' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.3842172994299 mAh) it is NOT far from the median. +--- Median :66.3842172994299, the gap is : 10 +--- So No we don't romove this configuration '111111-2-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '033333-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.89218696331669 mAh) it is NOT far from the median. +--- Median :80.89218696331669, the gap is : 10 +--- So No we don't romove this configuration '033333-0-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '011110-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.707805921643576 mAh) it is NOT far from the median. +--- Median :40.707805921643576, the gap is : 10 +--- So No we don't romove this configuration '011110-1-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333033-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.6549041743458 mAh) it is NOT far from the median. +--- Median :55.6549041743458, the gap is : 10 +--- So No we don't romove this configuration '333033-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '002200-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.91082650802181 mAh) it is NOT far from the median. +--- Median :72.91082650802181, the gap is : 10 +--- So No we don't romove this configuration '002200-2-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '011110-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.8226407220911 mAh) it is NOT far from the median. +--- Median :69.8226407220911, the gap is : 10 +--- So No we don't romove this configuration '011110-3-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '200202-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.7590425822352 mAh) is far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So yes we remove this configuration '200202-3-0' +--- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '111111-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-0-2' +--- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-0-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.195799103128 mAh) it is NOT far from the median. +--- Median :64.195799103128, the gap is : 10 +--- So No we don't romove this configuration '111111-0-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330033-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-3-0' +--- Neighbour 0 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.5387640803202 mAh) is far from the median. +--- Median :70.02713675655465, the gap is : 10 +--- So yes we remove this configuration '330033-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222202-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-2-1' +--- Neighbour 0 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-2-1' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.9632088197462 mAh) it is NOT far from the median. +--- Median :69.9632088197462, the gap is : 10 +--- So No we don't romove this configuration '222202-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '030033-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030033-0-1' +--- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030033-0-1' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.6346324100534 mAh) it is NOT far from the median. +--- Median :52.6346324100534, the gap is : 10 +--- So No we don't romove this configuration '030033-0-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '022222-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.2873551037916 mAh) is far from the median. +--- Median :46.3133982052407, the gap is : 10 +--- So yes we remove this configuration '022222-2-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '202222-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.1615988005907 mAh) is far from the median. +--- Median :75.13916289414331, the gap is : 10 +--- So yes we remove this configuration '202222-3-1' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (102.945501098208 mAh) is far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So yes we remove this configuration '333333-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.6922029582491 mAh) it is NOT far from the median. +--- Median :58.6922029582491, the gap is : 10 +--- So No we don't romove this configuration '111111-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '101111-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.45814541687684 mAh) it is NOT far from the median. +--- Median :58.45814541687684, the gap is : 10 +--- So No we don't romove this configuration '101111-2-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '100110-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100110-0-2' +--- Neighbour 0 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100110-0-2' +--- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.630790443296 mAh) it is NOT far from the median. +--- Median :51.630790443296, the gap is : 10 +--- So No we don't romove this configuration '100110-0-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333300-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-2' +--- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-2' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.30775539783755 mAh) it is NOT far from the median. +--- Median :64.30775539783755, the gap is : 10 +--- So No we don't romove this configuration '333300-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '000300-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000300-2-3' +--- Neighbour 0 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000300-2-3' +--- Neighbour 0 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (90.2662722413003 mAh) is far from the median. +--- Median :78.13433738304217, the gap is : 10 +--- So yes we remove this configuration '000300-2-3' +--- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '010110-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010110-0-2' +--- Neighbour 0 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010110-0-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.6902862777189 mAh) it is NOT far from the median. +--- Median :52.6902862777189, the gap is : 10 +--- So No we don't romove this configuration '010110-0-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222220-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6001284096528 mAh) it is NOT far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So No we don't romove this configuration '222220-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.1245882760953 mAh) it is NOT far from the median. +--- Median :52.1245882760953, the gap is : 10 +--- So No we don't romove this configuration '222222-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '330333-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-0-1' +--- Neighbour 0 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-0-1' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8461101285994 mAh) is far from the median. +--- Median :52.1245882760953, the gap is : 10 +--- So yes we remove this configuration '330333-0-1' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '033030-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-0-3' +--- Neighbour 0 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-0-3' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (70.47402905804368 mAh) it is NOT far from the median. +--- Median :70.47402905804368, the gap is : 10 +--- So No we don't romove this configuration '033030-0-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '033330-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.7184846004408 mAh) it is NOT far from the median. +--- Median :26.7184846004408, the gap is : 10 +--- So No we don't romove this configuration '033330-0-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '303033-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (99.1199512733933 mAh) is far from the median. +--- Median :85.35681971478988, the gap is : 10 +--- So yes we remove this configuration '303033-2-2' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '202222-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.5812859564726 mAh) is far from the median. +--- Median :59.2169275668937, the gap is : 10 +--- So yes we remove this configuration '202222-2-1' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '111111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '111111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '202022-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.49044180099274 mAh) it is NOT far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So No we don't romove this configuration '202022-3-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '303300-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303300-3-3' +--- Neighbour 0 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303300-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.87039020058079 mAh) it is NOT far from the median. +--- Median :75.87039020058079, the gap is : 10 +--- So No we don't romove this configuration '303300-3-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330333-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.1154876227722 mAh) it is NOT far from the median. +--- Median :69.1154876227722, the gap is : 10 +--- So No we don't romove this configuration '330333-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '333033-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3926735584727 mAh) it is NOT far from the median. +--- Median :75.3926735584727, the gap is : 10 +--- So No we don't romove this configuration '333033-2-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222020-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.3911267160719 mAh) it is NOT far from the median. +--- Median :32.3911267160719, the gap is : 10 +--- So No we don't romove this configuration '222020-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '303333-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.89218696331669 mAh) it is NOT far from the median. +--- Median :80.89218696331669, the gap is : 10 +--- So No we don't romove this configuration '303333-0-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '222202-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.0091801682557 mAh) it is NOT far from the median. +--- Median :75.0091801682557, the gap is : 10 +--- So No we don't romove this configuration '222202-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.9077463484616 mAh) it is NOT far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So No we don't romove this configuration '111111-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.45417223065692 mAh) it is NOT far from the median. +--- Median :74.45417223065692, the gap is : 10 +--- So No we don't romove this configuration '111111-1-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '111110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-0-3' +--- Neighbour 0 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-0-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.52828772049172 mAh) it is NOT far from the median. +--- Median :72.52828772049172, the gap is : 10 +--- So No we don't romove this configuration '222022-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '220020-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220020-0-3' +--- Neighbour 0 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220020-0-3' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.4324044343125 mAh) it is NOT far from the median. +--- Median :62.4324044343125, the gap is : 10 +--- So No we don't romove this configuration '220020-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '033330-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033330-3-2' +--- Neighbour 0 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033330-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.7127969833484 mAh) it is NOT far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So No we don't romove this configuration '033330-3-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111111-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.25936522348479 mAh) it is NOT far from the median. +--- Median :45.25936522348479, the gap is : 10 +--- So No we don't romove this configuration '111111-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111101-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.1716606409971 mAh) it is NOT far from the median. +--- Median :41.1716606409971, the gap is : 10 +--- So No we don't romove this configuration '111101-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.9077463484616 mAh) it is NOT far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So No we don't romove this configuration '111111-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.97385398783962 mAh) it is NOT far from the median. +--- Median :32.97385398783962, the gap is : 10 +--- So No we don't romove this configuration '333300-1-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '111011-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 765 in the X datas point +-------------- + --- Configuration: 011011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 765 in the X datas point +-------------- + --- Configuration: 011011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.6387646642511 mAh) it is NOT far from the median. +--- Median :28.6387646642511, the gap is : 10 +--- So No we don't romove this configuration '111011-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '220202-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-1-1' +--- Neighbour 0 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-1-1' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.32825169162293 mAh) it is NOT far from the median. +--- Median :48.32825169162293, the gap is : 10 +--- So No we don't romove this configuration '220202-1-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '033033-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-3-2' +--- Neighbour 0 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.51534231485796 mAh) it is NOT far from the median. +--- Median :85.51534231485796, the gap is : 10 +--- So No we don't romove this configuration '033033-3-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '022202-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-0-0' +--- Neighbour 0 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-0-0' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.8868812091206 mAh) it is NOT far from the median. +--- Median :35.8868812091206, the gap is : 10 +--- So No we don't romove this configuration '022202-0-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '033033-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-0' +--- Neighbour 0 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.4797738276827 mAh) it is NOT far from the median. +--- Median :57.4797738276827, the gap is : 10 +--- So No we don't romove this configuration '033033-1-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '003333-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.40162859050163 mAh) it is NOT far from the median. +--- Median :89.40162859050163, the gap is : 10 +--- So No we don't romove this configuration '003333-2-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.48623715392385 mAh) it is NOT far from the median. +--- Median :41.48623715392385, the gap is : 10 +--- So No we don't romove this configuration '222022-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '033333-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.6335756822963 mAh) it is NOT far from the median. +--- Median :82.6335756822963, the gap is : 10 +--- So No we don't romove this configuration '033333-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '100000-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-0-2' +--- Neighbour 0 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-0-2' +--- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.630790443296 mAh) it is NOT far from the median. +--- Median :51.630790443296, the gap is : 10 +--- So No we don't romove this configuration '100000-0-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.3646166621502 mAh) it is NOT far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So No we don't romove this configuration '222222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '202222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.7851022973991 mAh) it is NOT far from the median. +--- Median :71.7851022973991, the gap is : 10 +--- So No we don't romove this configuration '202222-0-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '333303-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-2-1' +--- Neighbour 0 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-2-1' +--- Neighbour 0 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.13916289414331 mAh) it is NOT far from the median. +--- Median :75.13916289414331, the gap is : 10 +--- So No we don't romove this configuration '333303-2-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '303333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.35007047679922 mAh) it is NOT far from the median. +--- Median :64.35007047679922, the gap is : 10 +--- So No we don't romove this configuration '303333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220220-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.44082042960884 mAh) it is NOT far from the median. +--- Median :63.44082042960884, the gap is : 10 +--- So No we don't romove this configuration '220220-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.84746341771039 mAh) it is NOT far from the median. +--- Median :78.84746341771039, the gap is : 10 +--- So No we don't romove this configuration '222220-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-3-3' +--- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-3-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.77773921998886 mAh) it is NOT far from the median. +--- Median :81.77773921998886, the gap is : 10 +--- So No we don't romove this configuration '111011-3-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220202-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.6785562491319 mAh) is far from the median. +--- Median :64.768131410946, the gap is : 10 +--- So yes we remove this configuration '220202-1-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '222220-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-0-1' +--- Neighbour 0 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-0-1' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.64181472293627 mAh) it is NOT far from the median. +--- Median :35.64181472293627, the gap is : 10 +--- So No we don't romove this configuration '222220-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.5550819751672 mAh) it is NOT far from the median. +--- Median :34.5550819751672, the gap is : 10 +--- So No we don't romove this configuration '111111-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '033300-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033300-2-1' +--- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 624 in the X datas point +-------------- + --- Configuration: 033333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15076589072.48824 + --- Energy: 79.64660959429389 + --- Workload: 1200800000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033300-2-1' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 624 in the X datas point +-------------- + --- Configuration: 033333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15076589072.48824 + --- Energy: 79.64660959429389 + --- Workload: 1200800000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.1474477747145 mAh) it is NOT far from the median. +--- Median :55.1474477747145, the gap is : 10 +--- So No we don't romove this configuration '033300-2-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8277383833758 mAh) it is NOT far from the median. +--- Median :65.8277383833758, the gap is : 10 +--- So No we don't romove this configuration '222222-0-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.32825169162293 mAh) it is NOT far from the median. +--- Median :48.32825169162293, the gap is : 10 +--- So No we don't romove this configuration '330333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330330-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.15820338037457 mAh) it is NOT far from the median. +--- Median :52.15820338037457, the gap is : 10 +--- So No we don't romove this configuration '330330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '101110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '002202-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.26763933992237 mAh) it is NOT far from the median. +--- Median :75.26763933992237, the gap is : 10 +--- So No we don't romove this configuration '002202-3-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '220022-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.0078855819444 mAh) it is NOT far from the median. +--- Median :61.0078855819444, the gap is : 10 +--- So No we don't romove this configuration '220022-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '202220-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-0-2' +--- Neighbour 0 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-0-2' +--- Neighbour 0 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.4639625494408 mAh) is far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So yes we remove this configuration '202220-0-2' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.84746341771039 mAh) it is NOT far from the median. +--- Median :78.84746341771039, the gap is : 10 +--- So No we don't romove this configuration '222220-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '222002-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-0-2' +--- Neighbour 0 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 222002-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-0-2' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.52828772049172 mAh) it is NOT far from the median. +--- Median :72.52828772049172, the gap is : 10 +--- So No we don't romove this configuration '222002-0-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '030330-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 728 in the X datas point +-------------- + --- Configuration: 030330-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11775636443.710691 + --- Energy: 72.65400201940935 + --- Workload: 855547000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 728 in the X datas point +-------------- + --- Configuration: 030330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11775636443.710691 + --- Energy: 72.65400201940935 + --- Workload: 855547000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.7596710203295 mAh) it is NOT far from the median. +--- Median :51.7596710203295, the gap is : 10 +--- So No we don't romove this configuration '030330-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.65928549142409 mAh) it is NOT far from the median. +--- Median :92.65928549142409, the gap is : 10 +--- So No we don't romove this configuration '222022-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-1' +--- Neighbour 0 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-1' +--- Neighbour 0 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.73792434520371 mAh) it is NOT far from the median. +--- Median :63.73792434520371, the gap is : 10 +--- So No we don't romove this configuration '333333-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '202222-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.49044180099274 mAh) it is NOT far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So No we don't romove this configuration '202222-2-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '030330-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030330-3-3' +--- Neighbour 0 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030330-3-3' +--- Neighbour 0 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.20736118066493 mAh) it is NOT far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So No we don't romove this configuration '030330-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-0-0' +--- Neighbour 0 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-0-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.76219318534942 mAh) it is NOT far from the median. +--- Median :39.76219318534942, the gap is : 10 +--- So No we don't romove this configuration '222022-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '222000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.8409560260374 mAh) it is NOT far from the median. +--- Median :37.8409560260374, the gap is : 10 +--- So No we don't romove this configuration '222000-1-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.3671383278909 mAh) is far from the median. +--- Median :86.40713429401492, the gap is : 10 +--- So yes we remove this configuration '333333-1-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '101011-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-3-1' +--- Neighbour 0 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-3-1' +--- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.49357382359369 mAh) it is NOT far from the median. +--- Median :67.49357382359369, the gap is : 10 +--- So No we don't romove this configuration '101011-3-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '033033-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (94.0135655715655 mAh) is far from the median. +--- Median :83.3035486563878, the gap is : 10 +--- So yes we remove this configuration '033033-2-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '330303-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-3-1' +--- Neighbour 0 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-3-1' +--- Neighbour 0 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.9403190398345 mAh) it is NOT far from the median. +--- Median :74.9403190398345, the gap is : 10 +--- So No we don't romove this configuration '330303-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.85298501974917 mAh) it is NOT far from the median. +--- Median :76.85298501974917, the gap is : 10 +--- So No we don't romove this configuration '333033-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '030033-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030033-2-3' +--- Neighbour 0 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030033-2-3' +--- Neighbour 0 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.73797792788814 mAh) it is NOT far from the median. +--- Median :87.73797792788814, the gap is : 10 +--- So No we don't romove this configuration '030033-2-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (98.71806225531626 mAh) it is NOT far from the median. +--- Median :98.71806225531626, the gap is : 10 +--- So No we don't romove this configuration '333333-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.35313 mAh) it is NOT far from the median. +--- Median :64.35313, the gap is : 10 +--- So No we don't romove this configuration '333333-1-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101011-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.93709917505446 mAh) it is NOT far from the median. +--- Median :53.93709917505446, the gap is : 10 +--- So No we don't romove this configuration '101011-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '333033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.52828772049172 mAh) it is NOT far from the median. +--- Median :72.52828772049172, the gap is : 10 +--- So No we don't romove this configuration '333033-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222202-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.4325894344246 mAh) it is NOT far from the median. +--- Median :76.4325894344246, the gap is : 10 +--- So No we don't romove this configuration '222202-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222020-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-2-1' +--- Neighbour 0 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-2-1' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.7592147928153 mAh) it is NOT far from the median. +--- Median :54.7592147928153, the gap is : 10 +--- So No we don't romove this configuration '222020-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '001101-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 559 in the X datas point +-------------- + --- Configuration: 001101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13683428410.355072 + --- Energy: 37.45828346692664 + --- Workload: 512558000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 559 in the X datas point +-------------- + --- Configuration: 001101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13683428410.355072 + --- Energy: 37.45828346692664 + --- Workload: 512558000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.393325791739 mAh) it is NOT far from the median. +--- Median :73.393325791739, the gap is : 10 +--- So No we don't romove this configuration '001101-2-2' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.6922029582491 mAh) it is NOT far from the median. +--- Median :58.6922029582491, the gap is : 10 +--- So No we don't romove this configuration '111111-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.4114598927455 mAh) it is NOT far from the median. +--- Median :48.4114598927455, the gap is : 10 +--- So No we don't romove this configuration '222222-1-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '101110-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-0-3' +--- Neighbour 0 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-0-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point +-------------- + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.6624240556838 mAh) is far from the median. +--- Median :61.61278385319, the gap is : 10 +--- So yes we remove this configuration '101110-0-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 0.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '300033-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.6622282738419 mAh) it is NOT far from the median. +--- Median :75.6622282738419, the gap is : 10 +--- So No we don't romove this configuration '300033-2-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111101-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-2-3' +--- Neighbour 0 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.3646166621502 mAh) it is NOT far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So No we don't romove this configuration '111101-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '303333-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.59635035177494 mAh) it is NOT far from the median. +--- Median :77.59635035177494, the gap is : 10 +--- So No we don't romove this configuration '303333-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '110110-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (70.2667978545078 mAh) it is NOT far from the median. +--- Median :70.2667978545078, the gap is : 10 +--- So No we don't romove this configuration '110110-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '222220-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-3-1' +--- Neighbour 0 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-3-1' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.5120663430038 mAh) it is NOT far from the median. +--- Median :72.5120663430038, the gap is : 10 +--- So No we don't romove this configuration '222220-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110110-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.3851855395692 mAh) it is NOT far from the median. +--- Median :44.3851855395692, the gap is : 10 +--- So No we don't romove this configuration '110110-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '000022-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000022-2-2' +--- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000022-2-2' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.5806220896002 mAh) it is NOT far from the median. +--- Median :79.5806220896002, the gap is : 10 +--- So No we don't romove this configuration '000022-2-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.39150595873643 mAh) it is NOT far from the median. +--- Median :33.39150595873643, the gap is : 10 +--- So No we don't romove this configuration '111011-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222220-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-1-0' +--- Neighbour 0 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.5555977111976 mAh) it is NOT far from the median. +--- Median :33.5555977111976, the gap is : 10 +--- So No we don't romove this configuration '222220-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '033333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.5543914533039 mAh) is far from the median. +--- Median :48.4114598927455, the gap is : 10 +--- So yes we remove this configuration '033333-1-0' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '202222-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.1609465048481 mAh) it is NOT far from the median. +--- Median :45.1609465048481, the gap is : 10 +--- So No we don't romove this configuration '202222-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '011111-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.45814541687684 mAh) it is NOT far from the median. +--- Median :58.45814541687684, the gap is : 10 +--- So No we don't romove this configuration '011111-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110111-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.94678636770851 mAh) it is NOT far from the median. +--- Median :44.94678636770851, the gap is : 10 +--- So No we don't romove this configuration '110111-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (112.252246650916 mAh) is far from the median. +--- Median :99.8453916327805, the gap is : 10 +--- So yes we remove this configuration '333333-3-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.40713429401492 mAh) it is NOT far from the median. +--- Median :86.40713429401492, the gap is : 10 +--- So No we don't romove this configuration '333333-0-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '110100-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110100-1-3' +--- Neighbour 0 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110100-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6226342959476 mAh) is far from the median. +--- Median :64.195799103128, the gap is : 10 +--- So yes we remove this configuration '110100-1-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 0, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110111-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.94678636770851 mAh) it is NOT far from the median. +--- Median :44.94678636770851, the gap is : 10 +--- So No we don't romove this configuration '110111-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '011011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 765 in the X datas point +-------------- + --- Configuration: 011011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 765 in the X datas point +-------------- + --- Configuration: 011011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.27446828861957 mAh) it is NOT far from the median. +--- Median :31.27446828861957, the gap is : 10 +--- So No we don't romove this configuration '011011-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '100111-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.0526614822044 mAh) is far from the median. +--- Median :67.8209046191028, the gap is : 10 +--- So yes we remove this configuration '100111-3-1' +--- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 1, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '010100-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010100-0-0' +--- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010100-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.98412276526465 mAh) it is NOT far from the median. +--- Median :23.98412276526465, the gap is : 10 +--- So No we don't romove this configuration '010100-0-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '222202-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.8022036229322 mAh) it is NOT far from the median. +--- Median :68.8022036229322, the gap is : 10 +--- So No we don't romove this configuration '222202-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.8022036229322 mAh) it is NOT far from the median. +--- Median :68.8022036229322, the gap is : 10 +--- So No we don't romove this configuration '222222-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '330033-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.6622282738419 mAh) it is NOT far from the median. +--- Median :75.6622282738419, the gap is : 10 +--- So No we don't romove this configuration '330033-2-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '303300-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.90443674396933 mAh) it is NOT far from the median. +--- Median :71.90443674396933, the gap is : 10 +--- So No we don't romove this configuration '303300-2-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-0' +--- Neighbour 0 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.262720853322 mAh) is far from the median. +--- Median :45.3072604814401, the gap is : 10 +--- So yes we remove this configuration '222022-2-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.9288937521245 mAh) it is NOT far from the median. +--- Median :95.9288937521245, the gap is : 10 +--- So No we don't romove this configuration '220222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000111-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.131704402498926 mAh) it is NOT far from the median. +--- Median :50.131704402498926, the gap is : 10 +--- So No we don't romove this configuration '000111-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '111001-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111001-2-2' +--- Neighbour 0 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111001-2-2' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.21791539618593 mAh) it is NOT far from the median. +--- Median :71.21791539618593, the gap is : 10 +--- So No we don't romove this configuration '111001-2-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '020220-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.3938120911074 mAh) it is NOT far from the median. +--- Median :55.3938120911074, the gap is : 10 +--- So No we don't romove this configuration '020220-2-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-0' +--- Neighbour 0 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-0' +--- Neighbour 0 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.6246847339546 mAh) it is NOT far from the median. +--- Median :47.6246847339546, the gap is : 10 +--- So No we don't romove this configuration '222222-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '300333-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (100.311184339352 mAh) is far from the median. +--- Median :89.22173143973053, the gap is : 10 +--- So yes we remove this configuration '300333-3-2' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.3253528074643 mAh) it is NOT far from the median. +--- Median :72.3253528074643, the gap is : 10 +--- So No we don't romove this configuration '222222-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '000200-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000200-2-1' +--- Neighbour 0 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000200-2-1' +--- Neighbour 0 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '000200-2-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '333300-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-1' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-1' +--- Neighbour 0 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.64181472293627 mAh) it is NOT far from the median. +--- Median :35.64181472293627, the gap is : 10 +--- So No we don't romove this configuration '333300-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '330030-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.531211142434685 mAh) it is NOT far from the median. +--- Median :34.531211142434685, the gap is : 10 +--- So No we don't romove this configuration '330030-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.38792641178887 mAh) it is NOT far from the median. +--- Median :77.38792641178887, the gap is : 10 +--- So No we don't romove this configuration '333333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '110010-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110010-0-3' +--- Neighbour 0 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110010-0-3' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.3690752564047 mAh) it is NOT far from the median. +--- Median :63.3690752564047, the gap is : 10 +--- So No we don't romove this configuration '110010-0-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '330030-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-1-2' +--- Neighbour 0 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-1-2' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.38781956977318 mAh) it is NOT far from the median. +--- Median :62.38781956977318, the gap is : 10 +--- So No we don't romove this configuration '330030-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.8022036229322 mAh) it is NOT far from the median. +--- Median :68.8022036229322, the gap is : 10 +--- So No we don't romove this configuration '222222-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '220202-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-0-1' +--- Neighbour 0 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.32825169162293 mAh) it is NOT far from the median. +--- Median :48.32825169162293, the gap is : 10 +--- So No we don't romove this configuration '220202-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333030-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 749 in the X datas point +-------------- + --- Configuration: 303030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 749 in the X datas point +-------------- + --- Configuration: 303030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.44879111187178 mAh) it is NOT far from the median. +--- Median :79.44879111187178, the gap is : 10 +--- So No we don't romove this configuration '333030-3-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111011-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-1-1' +--- Neighbour 0 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-1-1' +--- Neighbour 0 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.43583708148781 mAh) it is NOT far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So No we don't romove this configuration '111011-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '202220-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-3-0' +--- Neighbour 0 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-3-0' +--- Neighbour 0 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.72728338180733 mAh) it is NOT far from the median. +--- Median :56.72728338180733, the gap is : 10 +--- So No we don't romove this configuration '202220-3-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220220-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.44082042960884 mAh) it is NOT far from the median. +--- Median :63.44082042960884, the gap is : 10 +--- So No we don't romove this configuration '220220-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '110111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6497062836685 mAh) it is NOT far from the median. +--- Median :64.6497062836685, the gap is : 10 +--- So No we don't romove this configuration '110111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.45417223065692 mAh) it is NOT far from the median. +--- Median :74.45417223065692, the gap is : 10 +--- So No we don't romove this configuration '111111-1-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222020-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-2-0' +--- Neighbour 0 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-2-0' +--- Neighbour 0 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.62557467187459 mAh) it is NOT far from the median. +--- Median :44.62557467187459, the gap is : 10 +--- So No we don't romove this configuration '222020-2-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333303-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-0-2' +--- Neighbour 0 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-0-2' +--- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.52828772049172 mAh) it is NOT far from the median. +--- Median :72.52828772049172, the gap is : 10 +--- So No we don't romove this configuration '333303-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '100010-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100010-0-1' +--- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100010-0-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.1912867561494 mAh) it is NOT far from the median. +--- Median :32.1912867561494, the gap is : 10 +--- So No we don't romove this configuration '100010-0-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.5120663430038 mAh) it is NOT far from the median. +--- Median :72.5120663430038, the gap is : 10 +--- So No we don't romove this configuration '222222-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222202-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.4325894344246 mAh) it is NOT far from the median. +--- Median :76.4325894344246, the gap is : 10 +--- So No we don't romove this configuration '222202-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '101111-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-0-3' +--- Neighbour 0 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-0-3' +--- Neighbour 0 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.0655432702143 mAh) is far from the median. +--- Median :69.5925937545452, the gap is : 10 +--- So yes we remove this configuration '101111-0-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '110011-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-0-2' +--- Neighbour 0 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-0-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.046315848522 mAh) it is NOT far from the median. +--- Median :56.046315848522, the gap is : 10 +--- So No we don't romove this configuration '110011-0-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '101011-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-1-2' +--- Neighbour 0 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-1-2' +--- Neighbour 0 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '101011-1-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '001011-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.393325791739 mAh) it is NOT far from the median. +--- Median :73.393325791739, the gap is : 10 +--- So No we don't romove this configuration '001011-2-2' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '011110-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 691 in the X datas point +-------------- + --- Configuration: 001110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13547198439.36274 + --- Energy: 54.82947618628158 + --- Workload: 742786000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 691 in the X datas point +-------------- + --- Configuration: 001110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13547198439.36274 + --- Energy: 54.82947618628158 + --- Workload: 742786000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.9134481539672 mAh) it is NOT far from the median. +--- Median :54.9134481539672, the gap is : 10 +--- So No we don't romove this configuration '011110-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3926735584727 mAh) is far from the median. +--- Median :85.51534231485796, the gap is : 10 +--- So yes we remove this configuration '333033-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.68880457674721 mAh) it is NOT far from the median. +--- Median :43.68880457674721, the gap is : 10 +--- So No we don't romove this configuration '330303-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '033030-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (16.3307947163033 mAh) is far from the median. +--- Median :76.02625566802186, the gap is : 10 +--- So yes we remove this configuration '033030-3-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333330-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.4893048354332 mAh) is far from the median. +--- Median :32.97385398783962, the gap is : 10 +--- So yes we remove this configuration '333330-1-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '222202-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (18.3191369059882 mAh) is far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So yes we remove this configuration '222202-0-1' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 0.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '110111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (14.0838858431668 mAh) is far from the median. +--- Median :82.9156109905908, the gap is : 10 +--- So yes we remove this configuration '110111-3-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.9697963651223 mAh) is far from the median. +--- Median :78.42035817300528, the gap is : 10 +--- So yes we remove this configuration '333330-2-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111111-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.7189335182749 mAh) is far from the median. +--- Median :45.25936522348479, the gap is : 10 +--- So yes we remove this configuration '111111-2-0' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '101010-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101010-2-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101010-2-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.9248547023353 mAh) is far from the median. +--- Median :77.17119209715501, the gap is : 10 +--- So yes we remove this configuration '101010-2-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (25.3623210355619 mAh) is far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So yes we remove this configuration '333333-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222002-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (18.1188341516786 mAh) is far from the median. +--- Median :90.43710623240364, the gap is : 10 +--- So yes we remove this configuration '222002-2-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.9776183946517 mAh) is far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So yes we remove this configuration '222022-1-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '033033-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.5924899083227 mAh) is far from the median. +--- Median :83.3035486563878, the gap is : 10 +--- So yes we remove this configuration '033033-1-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '010111-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.6504873016518 mAh) is far from the median. +--- Median :75.3366281487845, the gap is : 10 +--- So yes we remove this configuration '010111-3-2' +--- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '222202-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.984386490349 mAh) is far from the median. +--- Median :85.51534231485796, the gap is : 10 +--- So yes we remove this configuration '222202-3-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330330-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.8323700917135 mAh) is far from the median. +--- Median :33.4145827544387, the gap is : 10 +--- So yes we remove this configuration '330330-0-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.8171709875973 mAh) is far from the median. +--- Median :66.3842172994299, the gap is : 10 +--- So yes we remove this configuration '222222-1-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '022222-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.8136328789872 mAh) is far from the median. +--- Median :55.7442277111113, the gap is : 10 +--- So yes we remove this configuration '022222-1-1' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101001-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (14.4399767950293 mAh) is far from the median. +--- Median :54.89700632647969, the gap is : 10 +--- So yes we remove this configuration '101001-3-0' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '033333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.0280687781385 mAh) is far from the median. +--- Median :51.680919654150905, the gap is : 10 +--- So yes we remove this configuration '033333-0-0' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (11.04773 mAh) is far from the median. +--- Median :24.2773, the gap is : 10 +--- So yes we remove this configuration '000000-0-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '100000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.2773 mAh) it is NOT far from the median. +--- Median :24.2773, the gap is : 10 +--- So No we don't romove this configuration '100000-0-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '200000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.78502 mAh) it is NOT far from the median. +--- Median :24.78502, the gap is : 10 +--- So No we don't romove this configuration '200000-0-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.19724 mAh) it is NOT far from the median. +--- Median :29.19724, the gap is : 10 +--- So No we don't romove this configuration '300000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.2773 mAh) it is NOT far from the median. +--- Median :24.2773, the gap is : 10 +--- So No we don't romove this configuration '110000-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '220000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.50231 mAh) it is NOT far from the median. +--- Median :28.50231, the gap is : 10 +--- So No we don't romove this configuration '220000-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.2448289317877 mAh) it is NOT far from the median. +--- Median :34.2448289317877, the gap is : 10 +--- So No we don't romove this configuration '330000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '111000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.06077 mAh) it is NOT far from the median. +--- Median :26.06077, the gap is : 10 +--- So No we don't romove this configuration '111000-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.11143 mAh) it is NOT far from the median. +--- Median :32.11143, the gap is : 10 +--- So No we don't romove this configuration '222000-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.59814 mAh) it is NOT far from the median. +--- Median :38.59814, the gap is : 10 +--- So No we don't romove this configuration '333000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.659992682257588 mAh) it is NOT far from the median. +--- Median :29.659992682257588, the gap is : 10 +--- So No we don't romove this configuration '300000-1-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.10283999999999 mAh) it is NOT far from the median. +--- Median :47.10283999999999, the gap is : 10 +--- So No we don't romove this configuration '300000-2-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.78502 mAh) it is NOT far from the median. +--- Median :24.78502, the gap is : 10 +--- So No we don't romove this configuration '100000-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '200000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 711 in the X datas point +-------------- + --- Configuration: 200002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12469045594.31212 + --- Energy: 47.86510196998857 + --- Workload: 596832000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 711 in the X datas point +-------------- + --- Configuration: 200002-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12469045594.31212 + --- Energy: 47.86510196998857 + --- Workload: 596832000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.7422 mAh) it is NOT far from the median. +--- Median :42.7422, the gap is : 10 +--- So No we don't romove this configuration '200000-2-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.04875 mAh) is far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So yes we remove this configuration '300000-3-0' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (27.86299512820046 mAh) it is NOT far from the median. +--- Median :27.86299512820046, the gap is : 10 +--- So No we don't romove this configuration '000000-1-0' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.7422 mAh) it is NOT far from the median. +--- Median :42.7422, the gap is : 10 +--- So No we don't romove this configuration '000000-2-0' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.8775 mAh) is far from the median. +--- Median :55.34744693526562, the gap is : 10 +--- So yes we remove this configuration '000000-3-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '000000-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-0-3' +--- Neighbour 0 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.67032005] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.67032005] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-0-3' +--- Neighbour 0 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.67032005] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.67032005] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6323 mAh) is far from the median. +--- Median :62.4324044343125, the gap is : 10 +--- So yes we remove this configuration '000000-0-3' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '000000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.05234 mAh) it is NOT far from the median. +--- Median :30.05234, the gap is : 10 +--- So No we don't romove this configuration '000000-1-1' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '000000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (60.484653752985835 mAh) it is NOT far from the median. +--- Median :60.484653752985835, the gap is : 10 +--- So No we don't romove this configuration '000000-2-2' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '000000-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.6761 mAh) is far from the median. +--- Median :66.8775, the gap is : 10 +--- So yes we remove this configuration '000000-3-1' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '000000-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (98.66502 mAh) is far from the median. +--- Median :72.53963798699066, the gap is : 10 +--- So yes we remove this configuration '000000-3-2' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (115.13669 mAh) is far from the median. +--- Median :74.8050514094236, the gap is : 10 +--- So yes we remove this configuration '000000-3-3' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (11.04773 mAh) is far from the median. +--- Median :24.2773, the gap is : 10 +--- So yes we remove this configuration '000000-0-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.19724 mAh) it is NOT far from the median. +--- Median :29.19724, the gap is : 10 +--- So No we don't romove this configuration '300000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.2448289317877 mAh) it is NOT far from the median. +--- Median :34.2448289317877, the gap is : 10 +--- So No we don't romove this configuration '330000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.59814 mAh) it is NOT far from the median. +--- Median :38.59814, the gap is : 10 +--- So No we don't romove this configuration '333000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-0-0' +--- Neighbour 0 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-0-0' +--- Neighbour 0 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (46.07778 mAh) it is NOT far from the median. +--- Median :46.07778, the gap is : 10 +--- So No we don't romove this configuration '333300-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333330-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.82057 mAh) is far from the median. +--- Median :28.31277417055063, the gap is : 10 +--- So yes we remove this configuration '333330-0-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.82057 mAh) it is NOT far from the median. +--- Median :56.82057, the gap is : 10 +--- So No we don't romove this configuration '333333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (106.21078 mAh) is far from the median. +--- Median :71.5079965571832, the gap is : 10 +--- So yes we remove this configuration '333333-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (123.82321 mAh) is far from the median. +--- Median :98.71806225531626, the gap is : 10 +--- So yes we remove this configuration '333333-3-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.8775 mAh) is far from the median. +--- Median :55.34744693526562, the gap is : 10 +--- So yes we remove this configuration '000000-3-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6323 mAh) is far from the median. +--- Median :55.34744693526562, the gap is : 10 +--- So yes we remove this configuration '000000-3-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (115.13669 mAh) is far from the median. +--- Median :74.8050514094236, the gap is : 10 +--- So yes we remove this configuration '000000-3-3' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.04875 mAh) is far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So yes we remove this configuration '300000-3-0' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.00024 mAh) is far from the median. +--- Median :53.29091998643152, the gap is : 10 +--- So yes we remove this configuration '330000-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.14393 mAh) is far from the median. +--- Median :58.2884375590111, the gap is : 10 +--- So yes we remove this configuration '333000-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '300000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.57158 mAh) is far from the median. +--- Median :75.3849371705881, the gap is : 10 +--- So yes we remove this configuration '300000-3-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '330303-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-1-1' +--- Neighbour 0 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-1-1' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.12237864852598 mAh) it is NOT far from the median. +--- Median :66.12237864852598, the gap is : 10 +--- So No we don't romove this configuration '330303-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.8569021514259 mAh) is far from the median. +--- Median :71.5079965571832, the gap is : 10 +--- So yes we remove this configuration '333333-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '022202-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-2-2' +--- Neighbour 0 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-2-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.55908372523825 mAh) is far from the median. +--- Median :75.2161891555095, the gap is : 10 +--- So yes we remove this configuration '022202-2-2' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.96295936672102 mAh) it is NOT far from the median. +--- Median :31.96295936672102, the gap is : 10 +--- So No we don't romove this configuration '100111-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '303033-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303033-3-1' +--- Neighbour 0 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303033-3-1' +--- Neighbour 0 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.9689480595376 mAh) it is NOT far from the median. +--- Median :82.9689480595376, the gap is : 10 +--- So No we don't romove this configuration '303033-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '101111-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.2294033945321 mAh) it is NOT far from the median. +--- Median :71.2294033945321, the gap is : 10 +--- So No we don't romove this configuration '101111-1-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '002220-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-1-1' +--- Neighbour 0 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.62672702026895 mAh) it is NOT far from the median. +--- Median :37.62672702026895, the gap is : 10 +--- So No we don't romove this configuration '002220-1-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111110-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.36593190681932 mAh) it is NOT far from the median. +--- Median :40.36593190681932, the gap is : 10 +--- So No we don't romove this configuration '111110-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '220222-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.4477993087831 mAh) it is NOT far from the median. +--- Median :97.4477993087831, the gap is : 10 +--- So No we don't romove this configuration '220222-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '022202-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (91.64266045689709 mAh) it is NOT far from the median. +--- Median :91.64266045689709, the gap is : 10 +--- So No we don't romove this configuration '022202-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '000100-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000100-0-2' +--- Neighbour 0 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 371 in the X datas point +-------------- + --- Configuration: 000222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12894540709.354473 + --- Energy: 60.6815823315127 + --- Workload: 782461000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000100-0-2' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 371 in the X datas point +-------------- + --- Configuration: 000222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12894540709.354473 + --- Energy: 60.6815823315127 + --- Workload: 782461000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.630790443296 mAh) it is NOT far from the median. +--- Median :51.630790443296, the gap is : 10 +--- So No we don't romove this configuration '000100-0-2' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '011001-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011001-2-1' +--- Neighbour 0 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011001-2-1' +--- Neighbour 0 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.70580259207987 mAh) it is NOT far from the median. +--- Median :58.70580259207987, the gap is : 10 +--- So No we don't romove this configuration '011001-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '220202-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (88.45960297015073 mAh) it is NOT far from the median. +--- Median :88.45960297015073, the gap is : 10 +--- So No we don't romove this configuration '220202-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.86709418709174 mAh) it is NOT far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So No we don't romove this configuration '222222-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '011111-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.49357382359369 mAh) it is NOT far from the median. +--- Median :67.49357382359369, the gap is : 10 +--- So No we don't romove this configuration '011111-3-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333300-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.5143630448687 mAh) it is NOT far from the median. +--- Median :73.5143630448687, the gap is : 10 +--- So No we don't romove this configuration '333300-2-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '333030-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.64181472293627 mAh) it is NOT far from the median. +--- Median :35.64181472293627, the gap is : 10 +--- So No we don't romove this configuration '333030-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '030333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.99138924115384 mAh) it is NOT far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So No we don't romove this configuration '030333-2-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.008552866909774 mAh) it is NOT far from the median. +--- Median :33.008552866909774, the gap is : 10 +--- So No we don't romove this configuration '001011-1-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '033333-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.89218696331669 mAh) it is NOT far from the median. +--- Median :80.89218696331669, the gap is : 10 +--- So No we don't romove this configuration '033333-0-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '220002-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.3545557848716 mAh) it is NOT far from the median. +--- Median :37.3545557848716, the gap is : 10 +--- So No we don't romove this configuration '220002-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '330333-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.5550372075793 mAh) it is NOT far from the median. +--- Median :83.5550372075793, the gap is : 10 +--- So No we don't romove this configuration '330333-0-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.43583708148781 mAh) it is NOT far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So No we don't romove this configuration '111111-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220022-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220022-3-2' +--- Neighbour 0 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220022-3-2' +--- Neighbour 0 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (88.45960297015073 mAh) it is NOT far from the median. +--- Median :88.45960297015073, the gap is : 10 +--- So No we don't romove this configuration '220022-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '303303-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303303-1-3' +--- Neighbour 0 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 741 in the X datas point +-------------- + --- Configuration: 300303-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10679972488.39087 + --- Energy: 23.671865117505998 + --- Workload: 252815000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303303-1-3' +--- Neighbour 0 in the list of neghbours, And at position 741 in the X datas point +-------------- + --- Configuration: 300303-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10679972488.39087 + --- Energy: 23.671865117505998 + --- Workload: 252815000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.8645825370609 mAh) it is NOT far from the median. +--- Median :83.8645825370609, the gap is : 10 +--- So No we don't romove this configuration '303303-1-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '011111-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (46.3133982052407 mAh) it is NOT far from the median. +--- Median :46.3133982052407, the gap is : 10 +--- So No we don't romove this configuration '011111-2-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '011101-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011101-0-2' +--- Neighbour 0 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011101-0-2' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.046315848522 mAh) it is NOT far from the median. +--- Median :56.046315848522, the gap is : 10 +--- So No we don't romove this configuration '011101-0-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.78047104305274 mAh) it is NOT far from the median. +--- Median :43.78047104305274, the gap is : 10 +--- So No we don't romove this configuration '111110-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333330-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-0-2' +--- Neighbour 0 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-0-2' +--- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.89737027002233 mAh) is far from the median. +--- Median :64.90106538269521, the gap is : 10 +--- So yes we remove this configuration '333330-0-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 0.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.38792641178887 mAh) it is NOT far from the median. +--- Median :77.38792641178887, the gap is : 10 +--- So No we don't romove this configuration '333333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '300300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.6505919747787 mAh) it is NOT far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So No we don't romove this configuration '300300-3-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '033033-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.3035486563878 mAh) it is NOT far from the median. +--- Median :83.3035486563878, the gap is : 10 +--- So No we don't romove this configuration '033033-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-0-3' +--- Neighbour 0 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-0-3' +--- Neighbour 0 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.53882894703122 mAh) it is NOT far from the median. +--- Median :67.53882894703122, the gap is : 10 +--- So No we don't romove this configuration '222220-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111110-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.8940253640561 mAh) it is NOT far from the median. +--- Median :57.8940253640561, the gap is : 10 +--- So No we don't romove this configuration '111110-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '330033-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.48198615501106 mAh) it is NOT far from the median. +--- Median :83.48198615501106, the gap is : 10 +--- So No we don't romove this configuration '330033-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333033-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-3' +--- Neighbour 0 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-3' +--- Neighbour 0 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '333033-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '022222-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.8860959823931 mAh) it is NOT far from the median. +--- Median :45.8860959823931, the gap is : 10 +--- So No we don't romove this configuration '022222-1-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.9077463484616 mAh) it is NOT far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So No we don't romove this configuration '222022-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '202222-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.1609465048481 mAh) it is NOT far from the median. +--- Median :45.1609465048481, the gap is : 10 +--- So No we don't romove this configuration '202222-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '100011-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (27.241716653761866 mAh) it is NOT far from the median. +--- Median :27.241716653761866, the gap is : 10 +--- So No we don't romove this configuration '100011-0-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.38792641178887 mAh) it is NOT far from the median. +--- Median :77.38792641178887, the gap is : 10 +--- So No we don't romove this configuration '333333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '010101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.4404352153497 mAh) it is NOT far from the median. +--- Median :49.4404352153497, the gap is : 10 +--- So No we don't romove this configuration '010101-3-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '011111-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-2-2' +--- Neighbour 0 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-2-2' +--- Neighbour 0 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3366281487845 mAh) is far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So yes we remove this configuration '011111-2-2' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.2436589650941 mAh) it is NOT far from the median. +--- Median :45.2436589650941, the gap is : 10 +--- So No we don't romove this configuration '222222-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '000033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.999551683518746 mAh) it is NOT far from the median. +--- Median :58.999551683518746, the gap is : 10 +--- So No we don't romove this configuration '000033-1-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '033030-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-1-2' +--- Neighbour 0 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.4755025899128 mAh) it is NOT far from the median. +--- Median :62.4755025899128, the gap is : 10 +--- So No we don't romove this configuration '033030-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111111-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.93709917505446 mAh) it is NOT far from the median. +--- Median :53.93709917505446, the gap is : 10 +--- So No we don't romove this configuration '111111-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '220202-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.0091801682557 mAh) it is NOT far from the median. +--- Median :75.0091801682557, the gap is : 10 +--- So No we don't romove this configuration '220202-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.17451467754853 mAh) it is NOT far from the median. +--- Median :51.17451467754853, the gap is : 10 +--- So No we don't romove this configuration '101101-2-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8277383833758 mAh) it is NOT far from the median. +--- Median :65.8277383833758, the gap is : 10 +--- So No we don't romove this configuration '222222-0-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '303333-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.25089221017343 mAh) it is NOT far from the median. +--- Median :64.25089221017343, the gap is : 10 +--- So No we don't romove this configuration '303333-1-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '000222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 371 in the X datas point +-------------- + --- Configuration: 000222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12894540709.354473 + --- Energy: 60.6815823315127 + --- Workload: 782461000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 371 in the X datas point +-------------- + --- Configuration: 000222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12894540709.354473 + --- Energy: 60.6815823315127 + --- Workload: 782461000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.37565973641902 mAh) it is NOT far from the median. +--- Median :69.37565973641902, the gap is : 10 +--- So No we don't romove this configuration '000222-0-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '022220-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022220-0-1' +--- Neighbour 0 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022220-0-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.62672702026895 mAh) it is NOT far from the median. +--- Median :37.62672702026895, the gap is : 10 +--- So No we don't romove this configuration '022220-0-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222200-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222200-1-3' +--- Neighbour 0 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222200-1-3' +--- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6226342959476 mAh) it is NOT far from the median. +--- Median :77.6226342959476, the gap is : 10 +--- So No we don't romove this configuration '222200-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '022220-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.4883903754354 mAh) it is NOT far from the median. +--- Median :74.4883903754354, the gap is : 10 +--- So No we don't romove this configuration '022220-2-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (102.002963990619 mAh) is far from the median. +--- Median :85.51534231485796, the gap is : 10 +--- So yes we remove this configuration '333033-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222200-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222200-1-2' +--- Neighbour 0 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222200-1-2' +--- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.768131410946 mAh) it is NOT far from the median. +--- Median :64.768131410946, the gap is : 10 +--- So No we don't romove this configuration '222200-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.5215662037853 mAh) it is NOT far from the median. +--- Median :49.5215662037853, the gap is : 10 +--- So No we don't romove this configuration '300333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '111101-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-0-3' +--- Neighbour 0 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-0-3' +--- Neighbour 0 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.71129799002061 mAh) it is NOT far from the median. +--- Median :64.71129799002061, the gap is : 10 +--- So No we don't romove this configuration '111101-0-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '220022-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.0078855819444 mAh) it is NOT far from the median. +--- Median :61.0078855819444, the gap is : 10 +--- So No we don't romove this configuration '220022-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.33723345336789 mAh) it is NOT far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So No we don't romove this configuration '000333-2-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111001-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.0720402291821 mAh) it is NOT far from the median. +--- Median :53.0720402291821, the gap is : 10 +--- So No we don't romove this configuration '111001-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '330333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.99138924115384 mAh) it is NOT far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So No we don't romove this configuration '330333-2-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '110111-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.57287611693334 mAh) it is NOT far from the median. +--- Median :67.57287611693334, the gap is : 10 +--- So No we don't romove this configuration '110111-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '222022-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.6230294037093 mAh) it is NOT far from the median. +--- Median :71.6230294037093, the gap is : 10 +--- So No we don't romove this configuration '222022-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.82057 mAh) it is NOT far from the median. +--- Median :56.82057, the gap is : 10 +--- So No we don't romove this configuration '333333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '220002-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.0078855819444 mAh) it is NOT far from the median. +--- Median :61.0078855819444, the gap is : 10 +--- So No we don't romove this configuration '220002-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '303333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.9889928704492 mAh) it is NOT far from the median. +--- Median :55.9889928704492, the gap is : 10 +--- So No we don't romove this configuration '303333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-0-0' +--- Neighbour 0 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-0-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.76219318534942 mAh) it is NOT far from the median. +--- Median :39.76219318534942, the gap is : 10 +--- So No we don't romove this configuration '222022-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '033033-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-3-1' +--- Neighbour 0 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-3-1' +--- Neighbour 0 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.5378105979585 mAh) it is NOT far from the median. +--- Median :79.5378105979585, the gap is : 10 +--- So No we don't romove this configuration '033033-3-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '200222-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.2323504939425 mAh) it is NOT far from the median. +--- Median :67.2323504939425, the gap is : 10 +--- So No we don't romove this configuration '200222-2-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.6850354508384 mAh) it is NOT far from the median. +--- Median :42.6850354508384, the gap is : 10 +--- So No we don't romove this configuration '111000-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '001111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.98598382291387 mAh) it is NOT far from the median. +--- Median :82.98598382291387, the gap is : 10 +--- So No we don't romove this configuration '001111-3-3' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '033333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.9268799133665 mAh) it is NOT far from the median. +--- Median :96.9268799133665, the gap is : 10 +--- So No we don't romove this configuration '033333-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222202-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-1-3' +--- Neighbour 0 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-1-3' +--- Neighbour 0 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.79533601234984 mAh) it is NOT far from the median. +--- Median :83.79533601234984, the gap is : 10 +--- So No we don't romove this configuration '222202-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (20.2730896056071 mAh) is far from the median. +--- Median :57.2873551037916, the gap is : 10 +--- So yes we remove this configuration '222222-2-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222202-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-2-1' +--- Neighbour 0 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-2-1' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.9632088197462 mAh) it is NOT far from the median. +--- Median :69.9632088197462, the gap is : 10 +--- So No we don't romove this configuration '222202-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '100101-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.3851855395692 mAh) it is NOT far from the median. +--- Median :44.3851855395692, the gap is : 10 +--- So No we don't romove this configuration '100101-2-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '033030-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-1' +--- Neighbour 0 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-1' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.6438226916913 mAh) it is NOT far from the median. +--- Median :69.6438226916913, the gap is : 10 +--- So No we don't romove this configuration '033030-3-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '220222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (109.874202798205 mAh) is far from the median. +--- Median :91.04108716316011, the gap is : 10 +--- So yes we remove this configuration '220222-2-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222220-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.8724765340684 mAh) it is NOT far from the median. +--- Median :44.8724765340684, the gap is : 10 +--- So No we don't romove this configuration '222220-2-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '330033-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.8971097844968 mAh) is far from the median. +--- Median :62.4755025899128, the gap is : 10 +--- So yes we remove this configuration '330033-0-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '300333-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.00779235048205 mAh) it is NOT far from the median. +--- Median :82.00779235048205, the gap is : 10 +--- So No we don't romove this configuration '300333-1-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '010100-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 690 in the X datas point +-------------- + --- Configuration: 010000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12479113084.47486 + --- Energy: 52.60822658489953 + --- Workload: 656504000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 690 in the X datas point +-------------- + --- Configuration: 010000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12479113084.47486 + --- Energy: 52.60822658489953 + --- Workload: 656504000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.677951058628 mAh) it is NOT far from the median. +--- Median :53.677951058628, the gap is : 10 +--- So No we don't romove this configuration '010100-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111011-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (14.9822385679116 mAh) is far from the median. +--- Median :44.62557467187459, the gap is : 10 +--- So yes we remove this configuration '111011-2-0' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '101101-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-1-3' +--- Neighbour 0 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.362479905568 mAh) is far from the median. +--- Median :70.9803740450458, the gap is : 10 +--- So yes we remove this configuration '101101-1-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '202222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.65816139009 mAh) is far from the median. +--- Median :78.94530881409207, the gap is : 10 +--- So yes we remove this configuration '202222-1-3' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '303333-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (105.00109687320945 mAh) is far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So yes we remove this configuration '303333-2-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '000000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.92204534168386 mAh) is far from the median. +--- Median :50.7096930689716, the gap is : 10 +--- So yes we remove this configuration '000000-1-2' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '101111-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.82001619850253 mAh) is far from the median. +--- Median :77.57621667528683, the gap is : 10 +--- So yes we remove this configuration '101111-3-2' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '022002-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '022002-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '002220-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.64698110453958 mAh) is far from the median. +--- Median :77.17119209715501, the gap is : 10 +--- So yes we remove this configuration '002220-3-3' +--- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '300333-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.22173143973053 mAh) it is NOT far from the median. +--- Median :89.22173143973053, the gap is : 10 +--- So No we don't romove this configuration '300333-3-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '303000-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.4831318809973 mAh) is far from the median. +--- Median :64.30775539783755, the gap is : 10 +--- So yes we remove this configuration '303000-1-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '100011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.0526614822044 mAh) it is NOT far from the median. +--- Median :80.0526614822044, the gap is : 10 +--- So No we don't romove this configuration '100011-3-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '110101-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-2-1' +--- Neighbour 0 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-2-1' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.3428670012474 mAh) it is NOT far from the median. +--- Median :50.3428670012474, the gap is : 10 +--- So No we don't romove this configuration '110101-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '101101-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-3-2' +--- Neighbour 0 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.19043109374802 mAh) it is NOT far from the median. +--- Median :75.19043109374802, the gap is : 10 +--- So No we don't romove this configuration '101101-3-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '111110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '002020-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002020-2-0' +--- Neighbour 0 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002020-2-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.00513493266639 mAh) it is NOT far from the median. +--- Median :42.00513493266639, the gap is : 10 +--- So No we don't romove this configuration '002020-2-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '330000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.68676450959153 mAh) it is NOT far from the median. +--- Median :83.68676450959153, the gap is : 10 +--- So No we don't romove this configuration '330000-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '003003-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003003-3-3' +--- Neighbour 0 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003003-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.34158691455114 mAh) it is NOT far from the median. +--- Median :85.34158691455114, the gap is : 10 +--- So No we don't romove this configuration '003003-3-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000022-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.52879791585856 mAh) it is NOT far from the median. +--- Median :84.52879791585856, the gap is : 10 +--- So No we don't romove this configuration '000022-3-3' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.85899784030102 mAh) it is NOT far from the median. +--- Median :43.85899784030102, the gap is : 10 +--- So No we don't romove this configuration '033000-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '011100-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011100-1-1' +--- Neighbour 0 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011100-1-1' +--- Neighbour 0 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.3948990870666 mAh) it is NOT far from the median. +--- Median :40.3948990870666, the gap is : 10 +--- So No we don't romove this configuration '011100-1-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '033303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.680919654150905 mAh) is far from the median. +--- Median :39.76219318534942, the gap is : 10 +--- So yes we remove this configuration '033303-0-0' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '010100-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010100-3-0' +--- Neighbour 0 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010100-3-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '010100-3-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.6214864172658 mAh) it is NOT far from the median. +--- Median :42.6214864172658, the gap is : 10 +--- So No we don't romove this configuration '110000-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '101110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '100100-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100100-1-1' +--- Neighbour 0 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100100-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.245499593655026 mAh) it is NOT far from the median. +--- Median :37.245499593655026, the gap is : 10 +--- So No we don't romove this configuration '100100-1-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '222220-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.4883903754354 mAh) it is NOT far from the median. +--- Median :74.4883903754354, the gap is : 10 +--- So No we don't romove this configuration '222220-2-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '002022-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.92467118019403 mAh) it is NOT far from the median. +--- Median :55.92467118019403, the gap is : 10 +--- So No we don't romove this configuration '002022-3-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '003030-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003030-1-1' +--- Neighbour 0 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003030-1-1' +--- Neighbour 0 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.31727344984162 mAh) is far from the median. +--- Median :51.3326168675035, the gap is : 10 +--- So yes we remove this configuration '003030-1-1' +--- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1, 0, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033003-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033003-2-0' +--- Neighbour 0 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033003-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.087718626572986 mAh) it is NOT far from the median. +--- Median :54.087718626572986, the gap is : 10 +--- So No we don't romove this configuration '033003-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '010111-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.04621333129826 mAh) is far from the median. +--- Median :54.9134481539672, the gap is : 10 +--- So yes we remove this configuration '010111-1-1' +--- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '303330-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.55309393673303 mAh) it is NOT far from the median. +--- Median :33.55309393673303, the gap is : 10 +--- So No we don't romove this configuration '303330-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '010010-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010010-1-1' +--- Neighbour 0 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010010-1-1' +--- Neighbour 0 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (36.48721262882221 mAh) it is NOT far from the median. +--- Median :36.48721262882221, the gap is : 10 +--- So No we don't romove this configuration '010010-1-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '030300-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.5143630448687 mAh) it is NOT far from the median. +--- Median :73.5143630448687, the gap is : 10 +--- So No we don't romove this configuration '030300-2-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '033000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (36.77983717149928 mAh) it is NOT far from the median. +--- Median :36.77983717149928, the gap is : 10 +--- So No we don't romove this configuration '033000-1-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '000110-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.57287611693334 mAh) it is NOT far from the median. +--- Median :67.57287611693334, the gap is : 10 +--- So No we don't romove this configuration '000110-3-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '033330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.5738884766809 mAh) it is NOT far from the median. +--- Median :79.5738884766809, the gap is : 10 +--- So No we don't romove this configuration '033330-2-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '011011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.73239429974956 mAh) it is NOT far from the median. +--- Median :74.73239429974956, the gap is : 10 +--- So No we don't romove this configuration '011011-3-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '020202-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.5955323771484 mAh) it is NOT far from the median. +--- Median :48.5955323771484, the gap is : 10 +--- So No we don't romove this configuration '020202-2-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.39150595873643 mAh) it is NOT far from the median. +--- Median :33.39150595873643, the gap is : 10 +--- So No we don't romove this configuration '101011-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '303330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (94.73104953565642 mAh) is far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So yes we remove this configuration '303330-2-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '022220-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.4883903754354 mAh) it is NOT far from the median. +--- Median :74.4883903754354, the gap is : 10 +--- So No we don't romove this configuration '022220-2-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '200022-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.3545557848716 mAh) it is NOT far from the median. +--- Median :37.3545557848716, the gap is : 10 +--- So No we don't romove this configuration '200022-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '011000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.6850354508384 mAh) it is NOT far from the median. +--- Median :42.6850354508384, the gap is : 10 +--- So No we don't romove this configuration '011000-2-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '020200-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.31426635370143 mAh) it is NOT far from the median. +--- Median :72.31426635370143, the gap is : 10 +--- So No we don't romove this configuration '020200-2-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '001011-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001011-2-0' +--- Neighbour 0 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001011-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.82246108428108 mAh) it is NOT far from the median. +--- Median :41.82246108428108, the gap is : 10 +--- So No we don't romove this configuration '001011-2-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '202000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.71395189420631 mAh) it is NOT far from the median. +--- Median :62.71395189420631, the gap is : 10 +--- So No we don't romove this configuration '202000-1-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '200000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.08751 mAh) it is NOT far from the median. +--- Median :35.08751, the gap is : 10 +--- So No we don't romove this configuration '200000-1-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111010-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-2-0' +--- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.07023497595242 mAh) it is NOT far from the median. +--- Median :45.07023497595242, the gap is : 10 +--- So No we don't romove this configuration '111010-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '020000-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.28586489330746 mAh) it is NOT far from the median. +--- Median :77.28586489330746, the gap is : 10 +--- So No we don't romove this configuration '020000-3-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '022222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.62624080393333 mAh) it is NOT far from the median. +--- Median :77.62624080393333, the gap is : 10 +--- So No we don't romove this configuration '022222-1-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333330-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6001284096528 mAh) it is NOT far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So No we don't romove this configuration '333330-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '101111-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.43583708148781 mAh) it is NOT far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So No we don't romove this configuration '101111-1-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300033-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.98581744362714 mAh) it is NOT far from the median. +--- Median :43.98581744362714, the gap is : 10 +--- So No we don't romove this configuration '300033-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '303330-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-1-1' +--- Neighbour 0 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-1-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.9195324609141 mAh) it is NOT far from the median. +--- Median :39.9195324609141, the gap is : 10 +--- So No we don't romove this configuration '303330-1-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '220022-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.35824625251036 mAh) it is NOT far from the median. +--- Median :95.35824625251036, the gap is : 10 +--- So No we don't romove this configuration '220022-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '003033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.6370944765814 mAh) it is NOT far from the median. +--- Median :58.6370944765814, the gap is : 10 +--- So No we don't romove this configuration '003033-1-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.41931284357229 mAh) it is NOT far from the median. +--- Median :49.41931284357229, the gap is : 10 +--- So No we don't romove this configuration '110101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '011111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.29350021391399 mAh) it is NOT far from the median. +--- Median :85.29350021391399, the gap is : 10 +--- So No we don't romove this configuration '011111-3-3' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '110001-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110001-3-1' +--- Neighbour 0 in the list of neghbours, And at position 462 in the X datas point +-------------- + --- Configuration: 110001-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12127533138.4843 + --- Energy: 68.11268258859181 + --- Workload: 826039000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110001-3-1' +--- Neighbour 0 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 462 in the X datas point +-------------- + --- Configuration: 110001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12127533138.4843 + --- Energy: 68.11268258859181 + --- Workload: 826039000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.71265249480714 mAh) it is NOT far from the median. +--- Median :64.71265249480714, the gap is : 10 +--- So No we don't romove this configuration '110001-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '002200-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002200-1-3' +--- Neighbour 0 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 677 in the X datas point +-------------- + --- Configuration: 003330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11341636167.116741 + --- Energy: 75.53040676188047 + --- Workload: 856638000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002200-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 677 in the X datas point +-------------- + --- Configuration: 003330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11341636167.116741 + --- Energy: 75.53040676188047 + --- Workload: 856638000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.17119209715501 mAh) it is NOT far from the median. +--- Median :77.17119209715501, the gap is : 10 +--- So No we don't romove this configuration '002200-1-3' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.3869731002721 mAh) it is NOT far from the median. +--- Median :32.3869731002721, the gap is : 10 +--- So No we don't romove this configuration '010110-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '330333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.0574196537613 mAh) it is NOT far from the median. +--- Median :75.0574196537613, the gap is : 10 +--- So No we don't romove this configuration '330333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '202220-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-3-0' +--- Neighbour 0 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-3-0' +--- Neighbour 0 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.72728338180733 mAh) it is NOT far from the median. +--- Median :56.72728338180733, the gap is : 10 +--- So No we don't romove this configuration '202220-3-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '003300-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003300-3-1' +--- Neighbour 0 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003300-3-1' +--- Neighbour 0 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.34512219904238 mAh) it is NOT far from the median. +--- Median :64.34512219904238, the gap is : 10 +--- So No we don't romove this configuration '003300-3-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '200222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.17631322756387 mAh) it is NOT far from the median. +--- Median :80.17631322756387, the gap is : 10 +--- So No we don't romove this configuration '200222-1-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '330030-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.44879111187178 mAh) it is NOT far from the median. +--- Median :79.44879111187178, the gap is : 10 +--- So No we don't romove this configuration '330030-3-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111010-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.07023497595242 mAh) it is NOT far from the median. +--- Median :45.07023497595242, the gap is : 10 +--- So No we don't romove this configuration '111010-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.9288937521245 mAh) it is NOT far from the median. +--- Median :95.9288937521245, the gap is : 10 +--- So No we don't romove this configuration '220222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '303000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.90126391795327 mAh) it is NOT far from the median. +--- Median :54.90126391795327, the gap is : 10 +--- So No we don't romove this configuration '303000-2-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.22620686685552 mAh) is far from the median. +--- Median :58.7321270588738, the gap is : 10 +--- So yes we remove this configuration '222222-2-1' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '330330-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-2-1' +--- Neighbour 0 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-2-1' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.36587794320171 mAh) is far from the median. +--- Median :72.9096660218277, the gap is : 10 +--- So yes we remove this configuration '330330-2-1' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.86709418709174 mAh) it is NOT far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So No we don't romove this configuration '222222-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.5079965571832 mAh) it is NOT far from the median. +--- Median :71.5079965571832, the gap is : 10 +--- So No we don't romove this configuration '333333-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000001-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.4404352153497 mAh) it is NOT far from the median. +--- Median :49.4404352153497, the gap is : 10 +--- So No we don't romove this configuration '000001-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-0' +--- Neighbour 0 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.21047710637256 mAh) is far from the median. +--- Median :45.3072604814401, the gap is : 10 +--- So yes we remove this configuration '222022-2-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '111010-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-3-3' +--- Neighbour 0 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-3-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6473695933206 mAh) it is NOT far from the median. +--- Median :77.6473695933206, the gap is : 10 +--- So No we don't romove this configuration '111010-3-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '100101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.93709917505446 mAh) it is NOT far from the median. +--- Median :53.93709917505446, the gap is : 10 +--- So No we don't romove this configuration '100101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333330-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.43416393210141 mAh) it is NOT far from the median. +--- Median :74.43416393210141, the gap is : 10 +--- So No we don't romove this configuration '333330-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '220222-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.3253528074643 mAh) it is NOT far from the median. +--- Median :72.3253528074643, the gap is : 10 +--- So No we don't romove this configuration '220222-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.8036384393518 mAh) it is NOT far from the median. +--- Median :75.8036384393518, the gap is : 10 +--- So No we don't romove this configuration '333333-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '111101-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-3-2' +--- Neighbour 0 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.98892594686254 mAh) it is NOT far from the median. +--- Median :78.98892594686254, the gap is : 10 +--- So No we don't romove this configuration '111101-3-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '333003-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.13916289414331 mAh) it is NOT far from the median. +--- Median :75.13916289414331, the gap is : 10 +--- So No we don't romove this configuration '333003-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.579674343825 mAh) it is NOT far from the median. +--- Median :80.579674343825, the gap is : 10 +--- So No we don't romove this configuration '111011-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.40713429401492 mAh) it is NOT far from the median. +--- Median :86.40713429401492, the gap is : 10 +--- So No we don't romove this configuration '333333-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.42035817300528 mAh) it is NOT far from the median. +--- Median :78.42035817300528, the gap is : 10 +--- So No we don't romove this configuration '333330-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.1245882760953 mAh) it is NOT far from the median. +--- Median :52.1245882760953, the gap is : 10 +--- So No we don't romove this configuration '222222-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.43583708148781 mAh) it is NOT far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So No we don't romove this configuration '111111-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '033033-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.3035486563878 mAh) it is NOT far from the median. +--- Median :83.3035486563878, the gap is : 10 +--- So No we don't romove this configuration '033033-1-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '303333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.33723345336789 mAh) it is NOT far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So No we don't romove this configuration '303333-1-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '200222-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.814270279446845 mAh) it is NOT far from the median. +--- Median :49.814270279446845, the gap is : 10 +--- So No we don't romove this configuration '200222-1-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.86709418709174 mAh) it is NOT far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So No we don't romove this configuration '222222-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.0356581632197 mAh) it is NOT far from the median. +--- Median :71.0356581632197, the gap is : 10 +--- So No we don't romove this configuration '333333-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '222022-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-2' +--- Neighbour 0 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-2' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '222022-2-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '033333-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.69594291794053 mAh) it is NOT far from the median. +--- Median :86.69594291794053, the gap is : 10 +--- So No we don't romove this configuration '033333-1-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333033-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.48198615501106 mAh) it is NOT far from the median. +--- Median :83.48198615501106, the gap is : 10 +--- So No we don't romove this configuration '333033-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '200222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.22173143973053 mAh) it is NOT far from the median. +--- Median :89.22173143973053, the gap is : 10 +--- So No we don't romove this configuration '200222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.78047104305274 mAh) it is NOT far from the median. +--- Median :43.78047104305274, the gap is : 10 +--- So No we don't romove this configuration '111110-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000011-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.5176175818552 mAh) it is NOT far from the median. +--- Median :57.5176175818552, the gap is : 10 +--- So No we don't romove this configuration '000011-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '111001-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111001-1-2' +--- Neighbour 0 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111001-1-2' +--- Neighbour 0 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.39311214039606 mAh) it is NOT far from the median. +--- Median :63.39311214039606, the gap is : 10 +--- So No we don't romove this configuration '111001-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (99.8453916327805 mAh) it is NOT far from the median. +--- Median :99.8453916327805, the gap is : 10 +--- So No we don't romove this configuration '333333-3-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '022022-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.57130206150522 mAh) it is NOT far from the median. +--- Median :92.57130206150522, the gap is : 10 +--- So No we don't romove this configuration '022022-3-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '022222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.3253528074643 mAh) it is NOT far from the median. +--- Median :72.3253528074643, the gap is : 10 +--- So No we don't romove this configuration '022222-0-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '030303-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.24767797732055 mAh) it is NOT far from the median. +--- Median :78.24767797732055, the gap is : 10 +--- So No we don't romove this configuration '030303-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '022222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.57130206150522 mAh) it is NOT far from the median. +--- Median :92.57130206150522, the gap is : 10 +--- So No we don't romove this configuration '022222-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.131704402498926 mAh) it is NOT far from the median. +--- Median :50.131704402498926, the gap is : 10 +--- So No we don't romove this configuration '101101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000202-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.677951058628 mAh) it is NOT far from the median. +--- Median :53.677951058628, the gap is : 10 +--- So No we don't romove this configuration '000202-2-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-0-3' +--- Neighbour 0 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-0-3' +--- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.72901800554702 mAh) it is NOT far from the median. +--- Median :69.72901800554702, the gap is : 10 +--- So No we don't romove this configuration '111011-0-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '220200-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.5143630448687 mAh) it is NOT far from the median. +--- Median :73.5143630448687, the gap is : 10 +--- So No we don't romove this configuration '220200-2-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.2884375590111 mAh) it is NOT far from the median. +--- Median :58.2884375590111, the gap is : 10 +--- So No we don't romove this configuration '333000-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.15818 mAh) it is NOT far from the median. +--- Median :28.15818, the gap is : 10 +--- So No we don't romove this configuration '010000-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '330303-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.6785562491319 mAh) it is NOT far from the median. +--- Median :75.6785562491319, the gap is : 10 +--- So No we don't romove this configuration '330303-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.2773 mAh) it is NOT far from the median. +--- Median :24.2773, the gap is : 10 +--- So No we don't romove this configuration '110000-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '022202-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-2-2' +--- Neighbour 0 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-2-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.20829086123818 mAh) is far from the median. +--- Median :75.2161891555095, the gap is : 10 +--- So yes we remove this configuration '022202-2-2' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '202002-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.92467118019403 mAh) it is NOT far from the median. +--- Median :55.92467118019403, the gap is : 10 +--- So No we don't romove this configuration '202002-3-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '303303-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303303-2-1' +--- Neighbour 0 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303303-2-1' +--- Neighbour 0 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.90443674396933 mAh) it is NOT far from the median. +--- Median :71.90443674396933, the gap is : 10 +--- So No we don't romove this configuration '303303-2-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '200022-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '200022-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '030300-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-2-3' +--- Neighbour 0 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-2-3' +--- Neighbour 0 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.20736118066493 mAh) it is NOT far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So No we don't romove this configuration '030300-2-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '030003-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030003-0-0' +--- Neighbour 0 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030003-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.59814 mAh) it is NOT far from the median. +--- Median :38.59814, the gap is : 10 +--- So No we don't romove this configuration '030003-0-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.7422 mAh) it is NOT far from the median. +--- Median :42.7422, the gap is : 10 +--- So No we don't romove this configuration '000000-2-0' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '202220-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.3205072294823 mAh) it is NOT far from the median. +--- Median :57.3205072294823, the gap is : 10 +--- So No we don't romove this configuration '202220-2-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001010-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.700472577378978 mAh) it is NOT far from the median. +--- Median :30.700472577378978, the gap is : 10 +--- So No we don't romove this configuration '001010-1-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '202000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.50231 mAh) it is NOT far from the median. +--- Median :28.50231, the gap is : 10 +--- So No we don't romove this configuration '202000-0-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '100000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.79470947563472 mAh) it is NOT far from the median. +--- Median :49.79470947563472, the gap is : 10 +--- So No we don't romove this configuration '100000-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '011000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.05234 mAh) it is NOT far from the median. +--- Median :30.05234, the gap is : 10 +--- So No we don't romove this configuration '011000-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '022222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.62624080393333 mAh) it is NOT far from the median. +--- Median :77.62624080393333, the gap is : 10 +--- So No we don't romove this configuration '022222-1-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.97385398783962 mAh) it is NOT far from the median. +--- Median :32.97385398783962, the gap is : 10 +--- So No we don't romove this configuration '333300-1-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.35830423904434 mAh) is far from the median. +--- Median :66.3842172994299, the gap is : 10 +--- So yes we remove this configuration '222222-1-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '003303-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003303-1-1' +--- Neighbour 0 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003303-1-1' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.76194644449752 mAh) it is NOT far from the median. +--- Median :58.76194644449752, the gap is : 10 +--- So No we don't romove this configuration '003303-1-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '000000-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.8775 mAh) it is NOT far from the median. +--- Median :66.8775, the gap is : 10 +--- So No we don't romove this configuration '000000-3-1' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '000110-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.33628258038769 mAh) it is NOT far from the median. +--- Median :38.33628258038769, the gap is : 10 +--- So No we don't romove this configuration '000110-1-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '220000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.7479002567857 mAh) it is NOT far from the median. +--- Median :56.7479002567857, the gap is : 10 +--- So No we don't romove this configuration '220000-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '022022-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.3667303591789 mAh) it is NOT far from the median. +--- Median :81.3667303591789, the gap is : 10 +--- So No we don't romove this configuration '022022-1-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '000022-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000022-3-2' +--- Neighbour 0 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000022-3-2' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.16963008427506 mAh) it is NOT far from the median. +--- Median :80.16963008427506, the gap is : 10 +--- So No we don't romove this configuration '000022-3-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001010-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.700472577378978 mAh) it is NOT far from the median. +--- Median :30.700472577378978, the gap is : 10 +--- So No we don't romove this configuration '001010-1-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.33723345336789 mAh) it is NOT far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So No we don't romove this configuration '000333-2-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '020200-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020200-1-1' +--- Neighbour 0 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020200-1-1' +--- Neighbour 0 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.941505988108695 mAh) is far from the median. +--- Median :50.3428670012474, the gap is : 10 +--- So yes we remove this configuration '020200-1-1' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 0, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '011010-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011010-2-3' +--- Neighbour 0 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011010-2-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.2562842548241 mAh) is far from the median. +--- Median :74.73239429974956, the gap is : 10 +--- So yes we remove this configuration '011010-2-3' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '101101-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-2-1' +--- Neighbour 0 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-2-1' +--- Neighbour 0 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.3205072294823 mAh) it is NOT far from the median. +--- Median :57.3205072294823, the gap is : 10 +--- So No we don't romove this configuration '101101-2-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '330330-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-3-3' +--- Neighbour 0 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-3-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.28586489330746 mAh) it is NOT far from the median. +--- Median :77.28586489330746, the gap is : 10 +--- So No we don't romove this configuration '330330-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '022222-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.06196238428772 mAh) it is NOT far from the median. +--- Median :75.06196238428772, the gap is : 10 +--- So No we don't romove this configuration '022222-3-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '202022-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.31670560917817 mAh) it is NOT far from the median. +--- Median :72.31670560917817, the gap is : 10 +--- So No we don't romove this configuration '202022-3-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '011010-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011010-3-2' +--- Neighbour 0 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011010-3-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.7920837079026 mAh) it is NOT far from the median. +--- Median :77.7920837079026, the gap is : 10 +--- So No we don't romove this configuration '011010-3-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '110011-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.2323504939425 mAh) it is NOT far from the median. +--- Median :67.2323504939425, the gap is : 10 +--- So No we don't romove this configuration '110011-2-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033030-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.3072604814401 mAh) it is NOT far from the median. +--- Median :45.3072604814401, the gap is : 10 +--- So No we don't romove this configuration '033030-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '220222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (91.04108716316011 mAh) it is NOT far from the median. +--- Median :91.04108716316011, the gap is : 10 +--- So No we don't romove this configuration '220222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '101011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6473695933206 mAh) it is NOT far from the median. +--- Median :77.6473695933206, the gap is : 10 +--- So No we don't romove this configuration '101011-3-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.62951 mAh) it is NOT far from the median. +--- Median :53.62951, the gap is : 10 +--- So No we don't romove this configuration '333303-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '011001-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011001-3-1' +--- Neighbour 0 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 462 in the X datas point +-------------- + --- Configuration: 110001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12127533138.4843 + --- Energy: 68.11268258859181 + --- Workload: 826039000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011001-3-1' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 462 in the X datas point +-------------- + --- Configuration: 110001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12127533138.4843 + --- Energy: 68.11268258859181 + --- Workload: 826039000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.65330182509297 mAh) it is NOT far from the median. +--- Median :64.65330182509297, the gap is : 10 +--- So No we don't romove this configuration '011001-3-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000110-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000110-3-3' +--- Neighbour 0 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000110-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.70891264945926 mAh) it is NOT far from the median. +--- Median :77.70891264945926, the gap is : 10 +--- So No we don't romove this configuration '000110-3-3' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '002220-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.03690304614342 mAh) it is NOT far from the median. +--- Median :79.03690304614342, the gap is : 10 +--- So No we don't romove this configuration '002220-2-3' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (91.4259968153942 mAh) it is NOT far from the median. +--- Median :91.4259968153942, the gap is : 10 +--- So No we don't romove this configuration '222222-2-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '300000-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.70736633784887 mAh) it is NOT far from the median. +--- Median :61.70736633784887, the gap is : 10 +--- So No we don't romove this configuration '300000-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222002-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.8409560260374 mAh) it is NOT far from the median. +--- Median :37.8409560260374, the gap is : 10 +--- So No we don't romove this configuration '222002-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '033030-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-0-0' +--- Neighbour 0 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-0-0' +--- Neighbour 0 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.84502806404063 mAh) is far from the median. +--- Median :34.531211142434685, the gap is : 10 +--- So yes we remove this configuration '033030-0-0' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '110000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.229672314345905 mAh) it is NOT far from the median. +--- Median :62.229672314345905, the gap is : 10 +--- So No we don't romove this configuration '110000-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '001101-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 559 in the X datas point +-------------- + --- Configuration: 001101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13683428410.355072 + --- Energy: 37.45828346692664 + --- Workload: 512558000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 559 in the X datas point +-------------- + --- Configuration: 001101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13683428410.355072 + --- Energy: 37.45828346692664 + --- Workload: 512558000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.3948990870666 mAh) it is NOT far from the median. +--- Median :40.3948990870666, the gap is : 10 +--- So No we don't romove this configuration '001101-1-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '002202-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.087718626572986 mAh) it is NOT far from the median. +--- Median :54.087718626572986, the gap is : 10 +--- So No we don't romove this configuration '002202-3-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.131704402498926 mAh) it is NOT far from the median. +--- Median :50.131704402498926, the gap is : 10 +--- So No we don't romove this configuration '101101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '101110-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-2-2' +--- Neighbour 0 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-2-2' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.25193400283615 mAh) it is NOT far from the median. +--- Median :71.25193400283615, the gap is : 10 +--- So No we don't romove this configuration '101110-2-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '020202-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020202-1-3' +--- Neighbour 0 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020202-1-3' +--- Neighbour 0 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.47916412519714 mAh) it is NOT far from the median. +--- Median :82.47916412519714, the gap is : 10 +--- So No we don't romove this configuration '020202-1-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '030300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.58862500100224 mAh) it is NOT far from the median. +--- Median :47.58862500100224, the gap is : 10 +--- So No we don't romove this configuration '030300-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '020200-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020200-2-3' +--- Neighbour 0 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020200-2-3' +--- Neighbour 0 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.91177263939154 mAh) it is NOT far from the median. +--- Median :73.91177263939154, the gap is : 10 +--- So No we don't romove this configuration '020200-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222220-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.8724765340684 mAh) it is NOT far from the median. +--- Median :44.8724765340684, the gap is : 10 +--- So No we don't romove this configuration '222220-2-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101001-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.89700632647969 mAh) it is NOT far from the median. +--- Median :54.89700632647969, the gap is : 10 +--- So No we don't romove this configuration '101001-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '002022-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.26763933992237 mAh) it is NOT far from the median. +--- Median :75.26763933992237, the gap is : 10 +--- So No we don't romove this configuration '002022-3-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '002020-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002020-3-0' +--- Neighbour 0 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002020-3-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.90383875415112 mAh) it is NOT far from the median. +--- Median :52.90383875415112, the gap is : 10 +--- So No we don't romove this configuration '002020-3-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '202000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.35579765249746 mAh) it is NOT far from the median. +--- Median :76.35579765249746, the gap is : 10 +--- So No we don't romove this configuration '202000-3-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '220000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.04278396859557 mAh) it is NOT far from the median. +--- Median :80.04278396859557, the gap is : 10 +--- So No we don't romove this configuration '220000-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '003333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.6329403677947 mAh) it is NOT far from the median. +--- Median :59.6329403677947, the gap is : 10 +--- So No we don't romove this configuration '003333-1-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.7121133566337 mAh) it is NOT far from the median. +--- Median :26.7121133566337, the gap is : 10 +--- So No we don't romove this configuration '000111-0-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333033-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.0574196537613 mAh) it is NOT far from the median. +--- Median :75.0574196537613, the gap is : 10 +--- So No we don't romove this configuration '333033-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '020200-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020200-2-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020200-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.672301388671954 mAh) is far from the median. +--- Median :51.82043413295036, the gap is : 10 +--- So yes we remove this configuration '020200-2-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '020000-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.00913070664843 mAh) it is NOT far from the median. +--- Median :71.00913070664843, the gap is : 10 +--- So No we don't romove this configuration '020000-1-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '330303-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-2-0' +--- Neighbour 0 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-2-0' +--- Neighbour 0 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.12237864852598 mAh) it is NOT far from the median. +--- Median :66.12237864852598, the gap is : 10 +--- So No we don't romove this configuration '330303-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '110101-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-3-3' +--- Neighbour 0 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.98892594686254 mAh) it is NOT far from the median. +--- Median :78.98892594686254, the gap is : 10 +--- So No we don't romove this configuration '110101-3-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '200000-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.38781956977318 mAh) it is NOT far from the median. +--- Median :62.38781956977318, the gap is : 10 +--- So No we don't romove this configuration '200000-1-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '110001-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110001-2-3' +--- Neighbour 0 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110001-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.8645087621987 mAh) it is NOT far from the median. +--- Median :74.8645087621987, the gap is : 10 +--- So No we don't romove this configuration '110001-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '220202-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-1-1' +--- Neighbour 0 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-1-1' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.32825169162293 mAh) it is NOT far from the median. +--- Median :48.32825169162293, the gap is : 10 +--- So No we don't romove this configuration '220202-1-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '003033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.6370944765814 mAh) it is NOT far from the median. +--- Median :58.6370944765814, the gap is : 10 +--- So No we don't romove this configuration '003033-1-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '202222-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.2169275668937 mAh) is far from the median. +--- Median :48.4114598927455, the gap is : 10 +--- So yes we remove this configuration '202222-2-0' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '330300-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.10283999999999 mAh) it is NOT far from the median. +--- Median :47.10283999999999, the gap is : 10 +--- So No we don't romove this configuration '330300-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.27446828861957 mAh) it is NOT far from the median. +--- Median :31.27446828861957, the gap is : 10 +--- So No we don't romove this configuration '010011-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '030000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.02625566802186 mAh) it is NOT far from the median. +--- Median :76.02625566802186, the gap is : 10 +--- So No we don't romove this configuration '030000-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222002-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-0-0' +--- Neighbour 0 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-0-0' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.22248964071155 mAh) it is NOT far from the median. +--- Median :35.22248964071155, the gap is : 10 +--- So No we don't romove this configuration '222002-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '330033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8461101285994 mAh) it is NOT far from the median. +--- Median :65.8461101285994, the gap is : 10 +--- So No we don't romove this configuration '330033-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '330330-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.18295677224415 mAh) it is NOT far from the median. +--- Median :73.18295677224415, the gap is : 10 +--- So No we don't romove this configuration '330330-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '303033-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.5215662037853 mAh) it is NOT far from the median. +--- Median :49.5215662037853, the gap is : 10 +--- So No we don't romove this configuration '303033-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '003333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (70.52682283226056 mAh) is far from the median. +--- Median :59.6329403677947, the gap is : 10 +--- So yes we remove this configuration '003333-2-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '020222-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.81499880951421 mAh) it is NOT far from the median. +--- Median :82.81499880951421, the gap is : 10 +--- So No we don't romove this configuration '020222-2-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '033030-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-1' +--- Neighbour 0 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-1' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.6438226916913 mAh) it is NOT far from the median. +--- Median :69.6438226916913, the gap is : 10 +--- So No we don't romove this configuration '033030-3-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333033-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.6220428328611 mAh) it is NOT far from the median. +--- Median :95.6220428328611, the gap is : 10 +--- So No we don't romove this configuration '333033-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.94678636770851 mAh) it is NOT far from the median. +--- Median :44.94678636770851, the gap is : 10 +--- So No we don't romove this configuration '110101-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '001000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.261265478697936 mAh) it is NOT far from the median. +--- Median :47.261265478697936, the gap is : 10 +--- So No we don't romove this configuration '001000-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.10283999999999 mAh) it is NOT far from the median. +--- Median :47.10283999999999, the gap is : 10 +--- So No we don't romove this configuration '300000-2-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '003303-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 638 in the X datas point +-------------- + --- Configuration: 003303-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14161738381.709831 + --- Energy: 85.77330898403667 + --- Workload: 1214700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 638 in the X datas point +-------------- + --- Configuration: 003303-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14161738381.709831 + --- Energy: 85.77330898403667 + --- Workload: 1214700000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.94736701096696 mAh) it is NOT far from the median. +--- Median :80.94736701096696, the gap is : 10 +--- So No we don't romove this configuration '003303-1-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '300030-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.215784795617516 mAh) it is NOT far from the median. +--- Median :41.215784795617516, the gap is : 10 +--- So No we don't romove this configuration '300030-2-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '002200-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002200-3-2' +--- Neighbour 0 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002200-3-2' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3849371705881 mAh) it is NOT far from the median. +--- Median :75.3849371705881, the gap is : 10 +--- So No we don't romove this configuration '002200-3-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333330-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-2-0' +--- Neighbour 0 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-2-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.080839551389985 mAh) it is NOT far from the median. +--- Median :51.080839551389985, the gap is : 10 +--- So No we don't romove this configuration '333330-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '020222-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.67863075260059 mAh) it is NOT far from the median. +--- Median :58.67863075260059, the gap is : 10 +--- So No we don't romove this configuration '020222-3-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '030033-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030033-3-0' +--- Neighbour 0 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030033-3-0' +--- Neighbour 0 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.53995293576916 mAh) it is NOT far from the median. +--- Median :62.53995293576916, the gap is : 10 +--- So No we don't romove this configuration '030033-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '330003-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.9403190398345 mAh) it is NOT far from the median. +--- Median :74.9403190398345, the gap is : 10 +--- So No we don't romove this configuration '330003-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '303000-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.68847048358467 mAh) it is NOT far from the median. +--- Median :68.68847048358467, the gap is : 10 +--- So No we don't romove this configuration '303000-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '020002-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.47916412519714 mAh) it is NOT far from the median. +--- Median :82.47916412519714, the gap is : 10 +--- So No we don't romove this configuration '020002-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '303330-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.1955872410731 mAh) it is NOT far from the median. +--- Median :55.1955872410731, the gap is : 10 +--- So No we don't romove this configuration '303330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.249086970467445 mAh) it is NOT far from the median. +--- Median :31.249086970467445, the gap is : 10 +--- So No we don't romove this configuration '110101-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333033-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (94.29930793987965 mAh) is far from the median. +--- Median :83.48198615501106, the gap is : 10 +--- So yes we remove this configuration '333033-1-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.96295936672102 mAh) it is NOT far from the median. +--- Median :31.96295936672102, the gap is : 10 +--- So No we don't romove this configuration '001111-1-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '010111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6497062836685 mAh) it is NOT far from the median. +--- Median :64.6497062836685, the gap is : 10 +--- So No we don't romove this configuration '010111-1-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '100100-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100100-3-3' +--- Neighbour 0 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100100-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.8050514094236 mAh) it is NOT far from the median. +--- Median :74.8050514094236, the gap is : 10 +--- So No we don't romove this configuration '100100-3-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '000100-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '000100-2-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '303333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.33723345336789 mAh) it is NOT far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So No we don't romove this configuration '303333-1-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220020-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220020-1-2' +--- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220020-1-2' +--- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.4755025899128 mAh) it is NOT far from the median. +--- Median :62.4755025899128, the gap is : 10 +--- So No we don't romove this configuration '220020-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.96295936672102 mAh) it is NOT far from the median. +--- Median :31.96295936672102, the gap is : 10 +--- So No we don't romove this configuration '100111-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '200000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.50231 mAh) it is NOT far from the median. +--- Median :28.50231, the gap is : 10 +--- So No we don't romove this configuration '200000-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '003300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.080839551389985 mAh) it is NOT far from the median. +--- Median :51.080839551389985, the gap is : 10 +--- So No we don't romove this configuration '003300-3-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330330-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.15820338037457 mAh) it is NOT far from the median. +--- Median :52.15820338037457, the gap is : 10 +--- So No we don't romove this configuration '330330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '002000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.141300619742324 mAh) it is NOT far from the median. +--- Median :52.141300619742324, the gap is : 10 +--- So No we don't romove this configuration '002000-2-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '100000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.7422 mAh) it is NOT far from the median. +--- Median :42.7422, the gap is : 10 +--- So No we don't romove this configuration '100000-2-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 0, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '000010-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000010-3-1' +--- Neighbour 0 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000010-3-1' +--- Neighbour 0 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.8775 mAh) it is NOT far from the median. +--- Median :66.8775, the gap is : 10 +--- So No we don't romove this configuration '000010-3-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 0, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '110110-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (70.2667978545078 mAh) it is NOT far from the median. +--- Median :70.2667978545078, the gap is : 10 +--- So No we don't romove this configuration '110110-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '033333-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-2-1' +--- Neighbour 0 in the list of neghbours, And at position 624 in the X datas point +-------------- + --- Configuration: 033333-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15076589072.48824 + --- Energy: 79.64660959429389 + --- Workload: 1200800000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-2-1' +--- Neighbour 0 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 624 in the X datas point +-------------- + --- Configuration: 033333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15076589072.48824 + --- Energy: 79.64660959429389 + --- Workload: 1200800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.59635035177494 mAh) it is NOT far from the median. +--- Median :77.59635035177494, the gap is : 10 +--- So No we don't romove this configuration '033333-2-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '000222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.81499880951421 mAh) it is NOT far from the median. +--- Median :82.81499880951421, the gap is : 10 +--- So No we don't romove this configuration '000222-2-3' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '330300-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330300-1-2' +--- Neighbour 0 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330300-1-2' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.3971718133292 mAh) it is NOT far from the median. +--- Median :63.3971718133292, the gap is : 10 +--- So No we don't romove this configuration '330300-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.90141554208418 mAh) it is NOT far from the median. +--- Median :41.90141554208418, the gap is : 10 +--- So No we don't romove this configuration '300303-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.3869731002721 mAh) it is NOT far from the median. +--- Median :32.3869731002721, the gap is : 10 +--- So No we don't romove this configuration '111000-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '002220-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-1-0' +--- Neighbour 0 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-1-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.0011057465816 mAh) it is NOT far from the median. +--- Median :32.0011057465816, the gap is : 10 +--- So No we don't romove this configuration '002220-1-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '020022-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (36.88800733705025 mAh) it is NOT far from the median. +--- Median :36.88800733705025, the gap is : 10 +--- So No we don't romove this configuration '020022-1-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '020220-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.3938120911074 mAh) it is NOT far from the median. +--- Median :55.3938120911074, the gap is : 10 +--- So No we don't romove this configuration '020220-2-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.131704402498926 mAh) it is NOT far from the median. +--- Median :50.131704402498926, the gap is : 10 +--- So No we don't romove this configuration '101101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '011000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.53963798699066 mAh) it is NOT far from the median. +--- Median :72.53963798699066, the gap is : 10 +--- So No we don't romove this configuration '011000-2-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010010-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.05234 mAh) it is NOT far from the median. +--- Median :30.05234, the gap is : 10 +--- So No we don't romove this configuration '010010-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '330003-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330003-3-2' +--- Neighbour 0 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330003-3-2' +--- Neighbour 0 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (94.49408464421893 mAh) is far from the median. +--- Median :83.68676450959153, the gap is : 10 +--- So yes we remove this configuration '330003-3-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '022222-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.57130206150522 mAh) it is NOT far from the median. +--- Median :92.57130206150522, the gap is : 10 +--- So No we don't romove this configuration '022222-3-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '202200-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202200-3-2' +--- Neighbour 0 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202200-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3849371705881 mAh) it is NOT far from the median. +--- Median :75.3849371705881, the gap is : 10 +--- So No we don't romove this configuration '202200-3-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '003303-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003303-2-2' +--- Neighbour 0 in the list of neghbours, And at position 638 in the X datas point +-------------- + --- Configuration: 003303-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14161738381.709831 + --- Energy: 85.77330898403667 + --- Workload: 1214700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003303-2-2' +--- Neighbour 0 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 638 in the X datas point +-------------- + --- Configuration: 003303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14161738381.709831 + --- Energy: 85.77330898403667 + --- Workload: 1214700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.94736701096696 mAh) it is NOT far from the median. +--- Median :80.94736701096696, the gap is : 10 +--- So No we don't romove this configuration '003303-2-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '330033-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.65928549142409 mAh) it is NOT far from the median. +--- Median :92.65928549142409, the gap is : 10 +--- So No we don't romove this configuration '330033-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.86709418709174 mAh) it is NOT far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So No we don't romove this configuration '222022-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222220-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.0011057465816 mAh) it is NOT far from the median. +--- Median :32.0011057465816, the gap is : 10 +--- So No we don't romove this configuration '222220-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '220220-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.31277417055063 mAh) it is NOT far from the median. +--- Median :28.31277417055063, the gap is : 10 +--- So No we don't romove this configuration '220220-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '100001-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100001-1-1' +--- Neighbour 0 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100001-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.245499593655026 mAh) it is NOT far from the median. +--- Median :37.245499593655026, the gap is : 10 +--- So No we don't romove this configuration '100001-1-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '202202-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202202-1-0' +--- Neighbour 0 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202202-1-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.0672441700072 mAh) it is NOT far from the median. +--- Median :44.0672441700072, the gap is : 10 +--- So No we don't romove this configuration '202202-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '100010-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.34744693526562 mAh) it is NOT far from the median. +--- Median :55.34744693526562, the gap is : 10 +--- So No we don't romove this configuration '100010-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202020-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202020-2-3' +--- Neighbour 0 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202020-2-3' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.5836408674881 mAh) it is NOT far from the median. +--- Median :78.5836408674881, the gap is : 10 +--- So No we don't romove this configuration '202020-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '001100-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001100-3-3' +--- Neighbour 0 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001100-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.66872704524802 mAh) it is NOT far from the median. +--- Median :81.66872704524802, the gap is : 10 +--- So No we don't romove this configuration '001100-3-3' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '022002-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022002-3-1' +--- Neighbour 0 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022002-3-1' +--- Neighbour 0 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.83305131515111 mAh) it is NOT far from the median. +--- Median :72.83305131515111, the gap is : 10 +--- So No we don't romove this configuration '022002-3-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '202222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.9118250482876 mAh) it is NOT far from the median. +--- Median :73.9118250482876, the gap is : 10 +--- So No we don't romove this configuration '202222-1-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.767238609212782 mAh) it is NOT far from the median. +--- Median :26.767238609212782, the gap is : 10 +--- So No we don't romove this configuration '101101-0-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '030300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.58862500100224 mAh) it is NOT far from the median. +--- Median :47.58862500100224, the gap is : 10 +--- So No we don't romove this configuration '030300-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '330333-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.19607015727797 mAh) it is NOT far from the median. +--- Median :87.19607015727797, the gap is : 10 +--- So No we don't romove this configuration '330333-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '100111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '100111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '033030-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-0' +--- Neighbour 0 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-0' +--- Neighbour 0 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.4797738276827 mAh) it is NOT far from the median. +--- Median :57.4797738276827, the gap is : 10 +--- So No we don't romove this configuration '033030-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '001101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.17451467754853 mAh) it is NOT far from the median. +--- Median :51.17451467754853, the gap is : 10 +--- So No we don't romove this configuration '001101-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '003333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.9404936835098 mAh) it is NOT far from the median. +--- Median :84.9404936835098, the gap is : 10 +--- So No we don't romove this configuration '003333-3-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '202022-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.5176175818552 mAh) it is NOT far from the median. +--- Median :57.5176175818552, the gap is : 10 +--- So No we don't romove this configuration '202022-3-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '003000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.02625566802186 mAh) it is NOT far from the median. +--- Median :76.02625566802186, the gap is : 10 +--- So No we don't romove this configuration '003000-3-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '000333-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.19607015727797 mAh) it is NOT far from the median. +--- Median :87.19607015727797, the gap is : 10 +--- So No we don't romove this configuration '000333-2-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000020-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000020-0-0' +--- Neighbour 0 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000020-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.271814457222327 mAh) it is NOT far from the median. +--- Median :23.271814457222327, the gap is : 10 +--- So No we don't romove this configuration '000020-0-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222020-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.3911267160719 mAh) it is NOT far from the median. +--- Median :32.3911267160719, the gap is : 10 +--- So No we don't romove this configuration '222020-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '011100-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011100-2-3' +--- Neighbour 0 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011100-2-3' +--- Neighbour 0 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.47916412519714 mAh) it is NOT far from the median. +--- Median :82.47916412519714, the gap is : 10 +--- So No we don't romove this configuration '011100-2-3' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333330-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6001284096528 mAh) it is NOT far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So No we don't romove this configuration '333330-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222002-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-1-2' +--- Neighbour 0 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-1-2' +--- Neighbour 0 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.8645087621987 mAh) it is NOT far from the median. +--- Median :74.8645087621987, the gap is : 10 +--- So No we don't romove this configuration '222002-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '030333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.43016666098337 mAh) is far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So yes we remove this configuration '030333-2-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '010000-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.7920837079026 mAh) it is NOT far from the median. +--- Median :77.7920837079026, the gap is : 10 +--- So No we don't romove this configuration '010000-3-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '300300-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.659992682257588 mAh) it is NOT far from the median. +--- Median :29.659992682257588, the gap is : 10 +--- So No we don't romove this configuration '300300-1-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '001100-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001100-0-0' +--- Neighbour 0 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001100-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.657962241570964 mAh) it is NOT far from the median. +--- Median :23.657962241570964, the gap is : 10 +--- So No we don't romove this configuration '001100-0-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '020222-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.67863075260059 mAh) it is NOT far from the median. +--- Median :58.67863075260059, the gap is : 10 +--- So No we don't romove this configuration '020222-3-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.6214864172658 mAh) it is NOT far from the median. +--- Median :42.6214864172658, the gap is : 10 +--- So No we don't romove this configuration '110000-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '100100-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '100100-2-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '011011-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.21791539618593 mAh) it is NOT far from the median. +--- Median :71.21791539618593, the gap is : 10 +--- So No we don't romove this configuration '011011-2-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '200020-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.649894317218024 mAh) it is NOT far from the median. +--- Median :29.649894317218024, the gap is : 10 +--- So No we don't romove this configuration '200020-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '303330-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-1-1' +--- Neighbour 0 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-1-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.9195324609141 mAh) it is NOT far from the median. +--- Median :39.9195324609141, the gap is : 10 +--- So No we don't romove this configuration '303330-1-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.767238609212782 mAh) it is NOT far from the median. +--- Median :26.767238609212782, the gap is : 10 +--- So No we don't romove this configuration '110111-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '002022-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.59240778326698 mAh) it is NOT far from the median. +--- Median :61.59240778326698, the gap is : 10 +--- So No we don't romove this configuration '002022-2-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '003330-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 677 in the X datas point +-------------- + --- Configuration: 003330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11341636167.116741 + --- Energy: 75.53040676188047 + --- Workload: 856638000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 677 in the X datas point +-------------- + --- Configuration: 003330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11341636167.116741 + --- Energy: 75.53040676188047 + --- Workload: 856638000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.03690304614342 mAh) it is NOT far from the median. +--- Median :79.03690304614342, the gap is : 10 +--- So No we don't romove this configuration '003330-1-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '110001-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110001-1-2' +--- Neighbour 0 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110001-1-2' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.39311214039606 mAh) it is NOT far from the median. +--- Median :63.39311214039606, the gap is : 10 +--- So No we don't romove this configuration '110001-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100010-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.649894317218024 mAh) it is NOT far from the median. +--- Median :29.649894317218024, the gap is : 10 +--- So No we don't romove this configuration '100010-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '220220-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-3-1' +--- Neighbour 0 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-3-1' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.45824901392889 mAh) it is NOT far from the median. +--- Median :68.45824901392889, the gap is : 10 +--- So No we don't romove this configuration '220220-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '010111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.332761918292903 mAh) it is NOT far from the median. +--- Median :26.332761918292903, the gap is : 10 +--- So No we don't romove this configuration '010111-0-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '300000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.70736633784887 mAh) it is NOT far from the median. +--- Median :61.70736633784887, the gap is : 10 +--- So No we don't romove this configuration '300000-2-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010100-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010100-1-0' +--- Neighbour 0 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010100-1-0' +--- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.05234 mAh) it is NOT far from the median. +--- Median :30.05234, the gap is : 10 +--- So No we don't romove this configuration '010100-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033003-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033003-2-0' +--- Neighbour 0 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033003-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.087718626572986 mAh) it is NOT far from the median. +--- Median :54.087718626572986, the gap is : 10 +--- So No we don't romove this configuration '033003-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '022000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.174782341496964 mAh) it is NOT far from the median. +--- Median :42.174782341496964, the gap is : 10 +--- So No we don't romove this configuration '022000-2-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '300003-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300003-3-3' +--- Neighbour 0 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300003-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.43365459642617 mAh) it is NOT far from the median. +--- Median :86.43365459642617, the gap is : 10 +--- So No we don't romove this configuration '300003-3-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '000222-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.81499880951421 mAh) it is NOT far from the median. +--- Median :82.81499880951421, the gap is : 10 +--- So No we don't romove this configuration '000222-2-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '022202-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.83305131515111 mAh) it is NOT far from the median. +--- Median :72.83305131515111, the gap is : 10 +--- So No we don't romove this configuration '022202-3-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '022200-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022200-2-0' +--- Neighbour 0 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022200-2-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.85899784030102 mAh) it is NOT far from the median. +--- Median :43.85899784030102, the gap is : 10 +--- So No we don't romove this configuration '022200-2-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '010000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 690 in the X datas point +-------------- + --- Configuration: 010000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12479113084.47486 + --- Energy: 52.60822658489953 + --- Workload: 656504000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 690 in the X datas point +-------------- + --- Configuration: 010000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12479113084.47486 + --- Energy: 52.60822658489953 + --- Workload: 656504000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '010000-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '001110-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 691 in the X datas point +-------------- + --- Configuration: 001110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13547198439.36274 + --- Energy: 54.82947618628158 + --- Workload: 742786000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 691 in the X datas point +-------------- + --- Configuration: 001110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13547198439.36274 + --- Energy: 54.82947618628158 + --- Workload: 742786000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.9134481539672 mAh) it is NOT far from the median. +--- Median :54.9134481539672, the gap is : 10 +--- So No we don't romove this configuration '001110-2-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '033030-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-3' +--- Neighbour 0 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-3' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.04278396859557 mAh) it is NOT far from the median. +--- Median :80.04278396859557, the gap is : 10 +--- So No we don't romove this configuration '033030-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '110100-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110100-2-2' +--- Neighbour 0 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110100-2-2' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.46366427282355 mAh) is far from the median. +--- Median :59.318332001781286, the gap is : 10 +--- So yes we remove this configuration '110100-2-2' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333003-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333003-2-3' +--- Neighbour 0 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333003-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '333003-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333030-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333030-2-3' +--- Neighbour 0 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333030-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.84746341771039 mAh) it is NOT far from the median. +--- Median :78.84746341771039, the gap is : 10 +--- So No we don't romove this configuration '333030-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.27446828861957 mAh) it is NOT far from the median. +--- Median :31.27446828861957, the gap is : 10 +--- So No we don't romove this configuration '010011-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '200000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.318332001781286 mAh) it is NOT far from the median. +--- Median :59.318332001781286, the gap is : 10 +--- So No we don't romove this configuration '200000-1-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '003000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.58014174819067 mAh) it is NOT far from the median. +--- Median :59.58014174819067, the gap is : 10 +--- So No we don't romove this configuration '003000-1-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '033000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.9195324609141 mAh) it is NOT far from the median. +--- Median :39.9195324609141, the gap is : 10 +--- So No we don't romove this configuration '033000-1-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '220002-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220002-0-0' +--- Neighbour 0 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220002-0-0' +--- Neighbour 0 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.30311403168223 mAh) it is NOT far from the median. +--- Median :32.30311403168223, the gap is : 10 +--- So No we don't romove this configuration '220002-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '002002-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 772 in the X datas point +-------------- + --- Configuration: 202002-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11353933911.02149 + --- Energy: 16.598746445608374 + --- Workload: 188461000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 772 in the X datas point +-------------- + --- Configuration: 202002-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11353933911.02149 + --- Energy: 16.598746445608374 + --- Workload: 188461000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.42552978625363 mAh) it is NOT far from the median. +--- Median :33.42552978625363, the gap is : 10 +--- So No we don't romove this configuration '002002-1-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.249086970467445 mAh) it is NOT far from the median. +--- Median :31.249086970467445, the gap is : 10 +--- So No we don't romove this configuration '100101-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111001-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111001-1-0' +--- Neighbour 0 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111001-1-0' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.51905730105663 mAh) it is NOT far from the median. +--- Median :32.51905730105663, the gap is : 10 +--- So No we don't romove this configuration '111001-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '011111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.5550819751672 mAh) it is NOT far from the median. +--- Median :34.5550819751672, the gap is : 10 +--- So No we don't romove this configuration '011111-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '202020-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202020-3-3' +--- Neighbour 0 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202020-3-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.17119209715501 mAh) it is NOT far from the median. +--- Median :77.17119209715501, the gap is : 10 +--- So No we don't romove this configuration '202020-3-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.45417223065692 mAh) it is NOT far from the median. +--- Median :74.45417223065692, the gap is : 10 +--- So No we don't romove this configuration '111111-1-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111100-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111100-3-0' +--- Neighbour 0 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111100-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.1586628956498 mAh) it is NOT far from the median. +--- Median :52.1586628956498, the gap is : 10 +--- So No we don't romove this configuration '111100-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '303003-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303003-3-0' +--- Neighbour 0 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303003-3-0' +--- Neighbour 0 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.5685659400938 mAh) it is NOT far from the median. +--- Median :68.5685659400938, the gap is : 10 +--- So No we don't romove this configuration '303003-3-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '030333-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8461101285994 mAh) it is NOT far from the median. +--- Median :65.8461101285994, the gap is : 10 +--- So No we don't romove this configuration '030333-1-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '101000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.21002058329076 mAh) it is NOT far from the median. +--- Median :59.21002058329076, the gap is : 10 +--- So No we don't romove this configuration '101000-1-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '200002-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200002-2-0' +--- Neighbour 0 in the list of neghbours, And at position 711 in the X datas point +-------------- + --- Configuration: 200002-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12469045594.31212 + --- Energy: 47.86510196998857 + --- Workload: 596832000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200002-2-0' +--- Neighbour 0 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 711 in the X datas point +-------------- + --- Configuration: 200002-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12469045594.31212 + --- Energy: 47.86510196998857 + --- Workload: 596832000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.81348523547173 mAh) it is NOT far from the median. +--- Median :45.81348523547173, the gap is : 10 +--- So No we don't romove this configuration '200002-2-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '300300-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300300-1-1' +--- Neighbour 0 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300300-1-1' +--- Neighbour 0 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.46453250408571 mAh) it is NOT far from the median. +--- Median :37.46453250408571, the gap is : 10 +--- So No we don't romove this configuration '300300-1-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202002-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (90.7376428641244 mAh) it is NOT far from the median. +--- Median :90.7376428641244, the gap is : 10 +--- So No we don't romove this configuration '202002-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.62951 mAh) it is NOT far from the median. +--- Median :53.62951, the gap is : 10 +--- So No we don't romove this configuration '333303-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333303-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-2-2' +--- Neighbour 0 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (99.6674290491051 mAh) is far from the median. +--- Median :83.8645825370609, the gap is : 10 +--- So yes we remove this configuration '333303-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '010110-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.887978162079634 mAh) it is NOT far from the median. +--- Median :44.887978162079634, the gap is : 10 +--- So No we don't romove this configuration '010110-2-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333300-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-3-2' +--- Neighbour 0 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.7127969833484 mAh) it is NOT far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So No we don't romove this configuration '333300-3-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '202000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.141300619742324 mAh) it is NOT far from the median. +--- Median :52.141300619742324, the gap is : 10 +--- So No we don't romove this configuration '202000-2-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '030033-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.6335756822963 mAh) it is NOT far from the median. +--- Median :82.6335756822963, the gap is : 10 +--- So No we don't romove this configuration '030033-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '003300-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.401448789067906 mAh) it is NOT far from the median. +--- Median :43.401448789067906, the gap is : 10 +--- So No we don't romove this configuration '003300-2-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111010-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-1-1' +--- Neighbour 0 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-1-1' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.784636165372405 mAh) it is NOT far from the median. +--- Median :40.784636165372405, the gap is : 10 +--- So No we don't romove this configuration '111010-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '033333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.9268799133665 mAh) it is NOT far from the median. +--- Median :96.9268799133665, the gap is : 10 +--- So No we don't romove this configuration '033333-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '200200-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200200-2-1' +--- Neighbour 0 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200200-2-1' +--- Neighbour 0 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.677951058628 mAh) it is NOT far from the median. +--- Median :53.677951058628, the gap is : 10 +--- So No we don't romove this configuration '200200-2-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222020-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-0-0' +--- Neighbour 0 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-0-0' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.11143 mAh) it is NOT far from the median. +--- Median :32.11143, the gap is : 10 +--- So No we don't romove this configuration '222020-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '300000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.958674038002826 mAh) it is NOT far from the median. +--- Median :61.958674038002826, the gap is : 10 +--- So No we don't romove this configuration '300000-1-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '010111-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.3938120911074 mAh) it is NOT far from the median. +--- Median :55.3938120911074, the gap is : 10 +--- So No we don't romove this configuration '010111-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '333330-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-3-1' +--- Neighbour 0 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-3-1' +--- Neighbour 0 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.5120663430038 mAh) it is NOT far from the median. +--- Median :72.5120663430038, the gap is : 10 +--- So No we don't romove this configuration '333330-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '030330-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030330-3-1' +--- Neighbour 0 in the list of neghbours, And at position 728 in the X datas point +-------------- + --- Configuration: 030330-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11775636443.710691 + --- Energy: 72.65400201940935 + --- Workload: 855547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030330-3-1' +--- Neighbour 0 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 728 in the X datas point +-------------- + --- Configuration: 030330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11775636443.710691 + --- Energy: 72.65400201940935 + --- Workload: 855547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.65400201940935 mAh) is far from the median. +--- Median :56.36587794320171, the gap is : 10 +--- So yes we remove this configuration '030330-3-1' +--- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '300000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.70736633784887 mAh) it is NOT far from the median. +--- Median :61.70736633784887, the gap is : 10 +--- So No we don't romove this configuration '300000-2-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '030030-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030030-1-0' +--- Neighbour 0 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030030-1-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.84463223263372 mAh) it is NOT far from the median. +--- Median :30.84463223263372, the gap is : 10 +--- So No we don't romove this configuration '030030-1-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '033003-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.92513711752248 mAh) is far from the median. +--- Median :69.6438226916913, the gap is : 10 +--- So yes we remove this configuration '033003-3-1' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222002-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-2-0' +--- Neighbour 0 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-2-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.087718626572986 mAh) it is NOT far from the median. +--- Median :54.087718626572986, the gap is : 10 +--- So No we don't romove this configuration '222002-2-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '303000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.90126391795327 mAh) it is NOT far from the median. +--- Median :54.90126391795327, the gap is : 10 +--- So No we don't romove this configuration '303000-2-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '030303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.6438793260726 mAh) it is NOT far from the median. +--- Median :38.6438793260726, the gap is : 10 +--- So No we don't romove this configuration '030303-0-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '030000-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.80579213921902 mAh) is far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So yes we remove this configuration '030000-3-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '003333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (25.752705265432734 mAh) is far from the median. +--- Median :59.6329403677947, the gap is : 10 +--- So yes we remove this configuration '003333-1-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '011101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.82440487818982 mAh) is far from the median. +--- Median :32.64170010691823, the gap is : 10 +--- So yes we remove this configuration '011101-1-0' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000033-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (25.378870651700414 mAh) is far from the median. +--- Median :57.4797738276827, the gap is : 10 +--- So yes we remove this configuration '000033-2-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '002220-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.05030508081098 mAh) is far from the median. +--- Median :44.42888788986695, the gap is : 10 +--- So yes we remove this configuration '002220-2-0' +--- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '020222-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (16.962130007740114 mAh) is far from the median. +--- Median :51.82043413295036, the gap is : 10 +--- So yes we remove this configuration '020222-2-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '300303-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300303-1-3' +--- Neighbour 0 in the list of neghbours, And at position 741 in the X datas point +-------------- + --- Configuration: 300303-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10679972488.39087 + --- Energy: 23.671865117505998 + --- Workload: 252815000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300303-1-3' +--- Neighbour 0 in the list of neghbours, And at position 741 in the X datas point +-------------- + --- Configuration: 300303-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10679972488.39087 + --- Energy: 23.671865117505998 + --- Workload: 252815000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.671865117505998 mAh) is far from the median. +--- Median :82.7944265603379, the gap is : 10 +--- So yes we remove this configuration '300303-1-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '000300-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.605191807912393 mAh) is far from the median. +--- Median :32.1859127423429, the gap is : 10 +--- So yes we remove this configuration '000300-1-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '020220-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.724500572380222 mAh) is far from the median. +--- Median :44.887978162079634, the gap is : 10 +--- So yes we remove this configuration '020220-2-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.568567782753549 mAh) is far from the median. +--- Median :51.769595901132256, the gap is : 10 +--- So yes we remove this configuration '111110-3-0' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '222020-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-2-2' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-2-2' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.02862273430083 mAh) is far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So yes we remove this configuration '222020-2-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '303330-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-2-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-2-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.100460968293364 mAh) is far from the median. +--- Median :56.254266540548315, the gap is : 10 +--- So yes we remove this configuration '303330-2-1' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '101100-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101100-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101100-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.162529333531099 mAh) is far from the median. +--- Median :71.25193400283615, the gap is : 10 +--- So yes we remove this configuration '101100-1-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '003303-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003303-1-0' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003303-1-0' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.48970283086431 mAh) is far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So yes we remove this configuration '003303-1-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '303030-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 749 in the X datas point +-------------- + --- Configuration: 303030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 749 in the X datas point +-------------- + --- Configuration: 303030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.57695300211794 mAh) is far from the median. +--- Median :75.87039020058079, the gap is : 10 +--- So yes we remove this configuration '303030-3-2' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '002000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.395917496938448 mAh) is far from the median. +--- Median :59.40661316486577, the gap is : 10 +--- So yes we remove this configuration '002000-2-2' +--- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '222002-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (16.982170959553237 mAh) is far from the median. +--- Median :56.33322721184273, the gap is : 10 +--- So yes we remove this configuration '222002-3-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000030-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.26762907254409 mAh) is far from the median. +--- Median :41.215784795617516, the gap is : 10 +--- So yes we remove this configuration '000030-2-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101010-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.04299789746687 mAh) is far from the median. +--- Median :53.93709917505446, the gap is : 10 +--- So yes we remove this configuration '101010-3-0' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '022200-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022200-1-1' +--- Neighbour 0 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022200-1-1' +--- Neighbour 0 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.369555647233597 mAh) is far from the median. +--- Median :37.62672702026895, the gap is : 10 +--- So yes we remove this configuration '022200-1-1' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '001101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.801274922165252 mAh) is far from the median. +--- Median :51.17451467754853, the gap is : 10 +--- So yes we remove this configuration '001101-3-0' +--- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '002020-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002020-2-3' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002020-2-3' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.615399718681916 mAh) is far from the median. +--- Median :78.5836408674881, the gap is : 10 +--- So yes we remove this configuration '002020-2-3' +--- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '110011-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.909260168513825 mAh) is far from the median. +--- Median :79.66681688807911, the gap is : 10 +--- So yes we remove this configuration '110011-2-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.654544813790569 mAh) is far from the median. +--- Median :74.8050514094236, the gap is : 10 +--- So yes we remove this configuration '000000-3-3' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '000022-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.236925200640222 mAh) is far from the median. +--- Median :66.2043614748613, the gap is : 10 +--- So yes we remove this configuration '000022-2-1' +--- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '100000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.49249894433128 mAh) is far from the median. +--- Median :35.6832, the gap is : 10 +--- So yes we remove this configuration '100000-1-1' +--- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '011011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.473598223784801 mAh) is far from the median. +--- Median :74.73239429974956, the gap is : 10 +--- So yes we remove this configuration '011011-3-2' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '300300-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300300-2-1' +--- Neighbour 0 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300300-2-1' +--- Neighbour 0 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.58462594133227 mAh) is far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So yes we remove this configuration '300300-2-1' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111110-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.504158981784528 mAh) is far from the median. +--- Median :57.8940253640561, the gap is : 10 +--- So yes we remove this configuration '111110-2-1' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330030-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.028609429521124 mAh) is far from the median. +--- Median :58.2884375590111, the gap is : 10 +--- So yes we remove this configuration '330030-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '011011-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 765 in the X datas point +-------------- + --- Configuration: 011011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 765 in the X datas point +-------------- + --- Configuration: 011011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.105878961419078 mAh) is far from the median. +--- Median :30.734807722364668, the gap is : 10 +--- So yes we remove this configuration '011011-0-0' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '303333-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.863863929112192 mAh) is far from the median. +--- Median :83.98672527663341, the gap is : 10 +--- So yes we remove this configuration '303333-1-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '010111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.756494833976223 mAh) is far from the median. +--- Median :26.332761918292903, the gap is : 10 +--- So yes we remove this configuration '010111-0-0' +--- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '200202-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.76713091857071 mAh) is far from the median. +--- Median :88.45960297015073, the gap is : 10 +--- So yes we remove this configuration '200202-3-2' +--- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (11.76973873612909 mAh) is far from the median. +--- Median :29.331584322088812, the gap is : 10 +--- So yes we remove this configuration '001000-1-0' +--- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '101111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.941299579331238 mAh) is far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So yes we remove this configuration '101111-3-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '330333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.401835984242894 mAh) is far from the median. +--- Median :62.5543914533039, the gap is : 10 +--- So yes we remove this configuration '330333-1-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '202002-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202002-1-1' +--- Neighbour 0 in the list of neghbours, And at position 772 in the X datas point +-------------- + --- Configuration: 202002-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11353933911.02149 + --- Energy: 16.598746445608374 + --- Workload: 188461000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202002-1-1' +--- Neighbour 0 in the list of neghbours, And at position 772 in the X datas point +-------------- + --- Configuration: 202002-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11353933911.02149 + --- Energy: 16.598746445608374 + --- Workload: 188461000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (16.598746445608374 mAh) is far from the median. +--- Median :37.8409560260374, the gap is : 10 +--- So yes we remove this configuration '202002-1-1' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '100101-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.88737035992497 mAh) is far from the median. +--- Median :65.36175990721286, the gap is : 10 +--- So yes we remove this configuration '100101-2-2' +--- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '330003-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330003-1-0' +--- Neighbour 0 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330003-1-0' +--- Neighbour 0 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.722444893035714 mAh) is far from the median. +--- Median :38.59814, the gap is : 10 +--- So yes we remove this configuration '330003-1-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.77057489674986 mAh) is far from the median. +--- Median :30.72781519894828, the gap is : 10 +--- So yes we remove this configuration '101101-1-0' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '110010-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110010-3-3' +--- Neighbour 0 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110010-3-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.939562727214717 mAh) is far from the median. +--- Median :73.69017863100204, the gap is : 10 +--- So yes we remove this configuration '110010-3-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '022220-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.583421405685236 mAh) is far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So yes we remove this configuration '022220-3-3' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '020020-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.574697742750608 mAh) is far from the median. +--- Median :30.213348273400626, the gap is : 10 +--- So yes we remove this configuration '020020-1-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] is an abberant point. we don't add it +--- remove_aberrant_points: Printing all 151 removed points + --- Configuration: 333333-3-2 + --- Energy: 85.51534231485796 + --- Configuration: 220202-3-2 + --- Energy: 88.45960297015073 + --- Configuration: 222022-2-3 + --- Energy: 98.33180383203538 + --- Configuration: 220222-2-0 + --- Energy: 58.67863075260059 + --- Configuration: 333333-3-3 + --- Energy: 77.67467453614748 + --- Configuration: 303033-3-3 + --- Energy: 75.15771108741323 + --- Configuration: 111111-3-3 + --- Energy: 100.207122447555 + --- Configuration: 111010-3-1 + --- Energy: 70.2667978545078 + --- Configuration: 111011-1-3 + --- Energy: 81.3667303591789 + --- Configuration: 222222-2-3 + --- Energy: 102.719273058889 + --- Configuration: 111111-2-3 + --- Energy: 96.2036865454932 + --- Configuration: 200202-3-0 + --- Energy: 65.7590425822352 + --- Configuration: 330033-3-0 + --- Energy: 83.5387640803202 + --- Configuration: 022222-2-0 + --- Energy: 57.2873551037916 + --- Configuration: 202222-3-1 + --- Energy: 87.1615988005907 + --- Configuration: 333333-2-2 + --- Energy: 102.945501098208 + --- Configuration: 000300-2-3 + --- Energy: 90.2662722413003 + --- Configuration: 330333-0-1 + --- Energy: 65.8461101285994 + --- Configuration: 303033-2-2 + --- Energy: 99.1199512733933 + --- Configuration: 202222-2-1 + --- Energy: 71.5812859564726 + --- Configuration: 220202-1-2 + --- Energy: 75.6785562491319 + --- Configuration: 202220-0-2 + --- Energy: 54.4639625494408 + --- Configuration: 333333-1-3 + --- Energy: 97.3671383278909 + --- Configuration: 033033-2-2 + --- Energy: 94.0135655715655 + --- Configuration: 101110-0-3 + --- Energy: 73.6624240556838 + --- Configuration: 033333-1-0 + --- Energy: 62.5543914533039 + --- Configuration: 333333-3-2 + --- Energy: 112.252246650916 + --- Configuration: 110100-1-3 + --- Energy: 77.6226342959476 + --- Configuration: 100111-3-1 + --- Energy: 80.0526614822044 + --- Configuration: 222022-2-0 + --- Energy: 58.262720853322 + --- Configuration: 300333-3-2 + --- Energy: 100.311184339352 + --- Configuration: 101111-0-3 + --- Energy: 58.0655432702143 + --- Configuration: 333033-2-2 + --- Energy: 75.3926735584727 + --- Configuration: 033030-3-2 + --- Energy: 16.3307947163033 + --- Configuration: 333330-1-0 + --- Energy: 13.4893048354332 + --- Configuration: 222202-0-1 + --- Energy: 18.3191369059882 + --- Configuration: 110111-3-3 + --- Energy: 14.0838858431668 + --- Configuration: 333330-2-3 + --- Energy: 13.9697963651223 + --- Configuration: 111111-2-0 + --- Energy: 13.7189335182749 + --- Configuration: 101010-2-3 + --- Energy: 12.9248547023353 + --- Configuration: 333333-2-2 + --- Energy: 25.3623210355619 + --- Configuration: 222002-2-3 + --- Energy: 18.1188341516786 + --- Configuration: 222022-1-3 + --- Energy: 17.9776183946517 + --- Configuration: 033033-1-2 + --- Energy: 24.5924899083227 + --- Configuration: 010111-3-2 + --- Energy: 13.6504873016518 + --- Configuration: 222202-3-2 + --- Energy: 17.984386490349 + --- Configuration: 330330-0-0 + --- Energy: 13.8323700917135 + --- Configuration: 222222-1-2 + --- Energy: 17.8171709875973 + --- Configuration: 022222-1-1 + --- Energy: 17.8136328789872 + --- Configuration: 101001-3-0 + --- Energy: 14.4399767950293 + --- Configuration: 033333-0-0 + --- Energy: 24.0280687781385 + --- Configuration: 000000-0-0 + --- Energy: 11.04773 + --- Configuration: 300000-3-0 + --- Energy: 73.04875 + --- Configuration: 000000-3-0 + --- Energy: 66.8775 + --- Configuration: 000000-0-3 + --- Energy: 77.6323 + --- Configuration: 000000-3-1 + --- Energy: 80.6761 + --- Configuration: 000000-3-2 + --- Energy: 98.66502 + --- Configuration: 000000-3-3 + --- Energy: 115.13669 + --- Configuration: 000000-0-0 + --- Energy: 11.04773 + --- Configuration: 333330-0-0 + --- Energy: 56.82057 + --- Configuration: 333333-3-0 + --- Energy: 106.21078 + --- Configuration: 333333-3-3 + --- Energy: 123.82321 + --- Configuration: 000000-3-0 + --- Energy: 66.8775 + --- Configuration: 000000-3-0 + --- Energy: 77.6323 + --- Configuration: 000000-3-3 + --- Energy: 115.13669 + --- Configuration: 300000-3-0 + --- Energy: 73.04875 + --- Configuration: 330000-3-0 + --- Energy: 79.00024 + --- Configuration: 333000-3-0 + --- Energy: 92.14393 + --- Configuration: 300000-3-3 + --- Energy: 96.57158 + --- Configuration: 333333-3-0 + --- Energy: 83.8569021514259 + --- Configuration: 022202-2-2 + --- Energy: 86.55908372523825 + --- Configuration: 333330-0-2 + --- Energy: 54.89737027002233 + --- Configuration: 011111-2-2 + --- Energy: 75.3366281487845 + --- Configuration: 333033-2-2 + --- Energy: 102.002963990619 + --- Configuration: 222222-2-0 + --- Energy: 20.2730896056071 + --- Configuration: 220222-2-3 + --- Energy: 109.874202798205 + --- Configuration: 330033-0-2 + --- Energy: 80.8971097844968 + --- Configuration: 111011-2-0 + --- Energy: 14.9822385679116 + --- Configuration: 101101-1-3 + --- Energy: 13.362479905568 + --- Configuration: 202222-1-3 + --- Energy: 17.65816139009 + --- Configuration: 303333-2-3 + --- Energy: 105.00109687320945 + --- Configuration: 000000-1-2 + --- Energy: 39.92204534168386 + --- Configuration: 101111-3-2 + --- Energy: 64.82001619850253 + --- Configuration: 002220-3-3 + --- Energy: 95.64698110453958 + --- Configuration: 303000-1-3 + --- Energy: 74.4831318809973 + --- Configuration: 033303-0-0 + --- Energy: 51.680919654150905 + --- Configuration: 003030-1-1 + --- Energy: 38.31727344984162 + --- Configuration: 010111-1-1 + --- Energy: 42.04621333129826 + --- Configuration: 303330-2-3 + --- Energy: 94.73104953565642 + --- Configuration: 222222-2-1 + --- Energy: 76.22620686685552 + --- Configuration: 330330-2-1 + --- Energy: 56.36587794320171 + --- Configuration: 222022-2-0 + --- Energy: 57.21047710637256 + --- Configuration: 022202-2-2 + --- Energy: 87.20829086123818 + --- Configuration: 222222-1-2 + --- Energy: 81.35830423904434 + --- Configuration: 020200-1-1 + --- Energy: 35.941505988108695 + --- Configuration: 011010-2-3 + --- Energy: 85.2562842548241 + --- Configuration: 033030-0-0 + --- Energy: 23.84502806404063 + --- Configuration: 020200-2-0 + --- Energy: 40.672301388671954 + --- Configuration: 202222-2-0 + --- Energy: 59.2169275668937 + --- Configuration: 003333-2-0 + --- Energy: 70.52682283226056 + --- Configuration: 333033-1-3 + --- Energy: 94.29930793987965 + --- Configuration: 330003-3-2 + --- Energy: 94.49408464421893 + --- Configuration: 030333-2-2 + --- Energy: 77.43016666098337 + --- Configuration: 110100-2-2 + --- Energy: 73.46366427282355 + --- Configuration: 333303-2-2 + --- Energy: 99.6674290491051 + --- Configuration: 030330-3-1 + --- Energy: 72.65400201940935 + --- Configuration: 033003-3-1 + --- Energy: 96.92513711752248 + --- Configuration: 030000-3-2 + --- Energy: 92.80579213921902 + --- Configuration: 003333-1-0 + --- Energy: 25.752705265432734 + --- Configuration: 011101-1-0 + --- Energy: 12.82440487818982 + --- Configuration: 000033-2-0 + --- Energy: 25.378870651700414 + --- Configuration: 002220-2-0 + --- Energy: 13.05030508081098 + --- Configuration: 020222-2-0 + --- Energy: 16.962130007740114 + --- Configuration: 300303-1-3 + --- Energy: 23.671865117505998 + --- Configuration: 000300-1-0 + --- Energy: 12.605191807912393 + --- Configuration: 020220-2-0 + --- Energy: 12.724500572380222 + --- Configuration: 111110-3-0 + --- Energy: 12.568567782753549 + --- Configuration: 222020-2-2 + --- Energy: 13.02862273430083 + --- Configuration: 303330-2-1 + --- Energy: 13.100460968293364 + --- Configuration: 101100-1-3 + --- Energy: 13.162529333531099 + --- Configuration: 003303-1-0 + --- Energy: 23.48970283086431 + --- Configuration: 303030-3-2 + --- Energy: 12.57695300211794 + --- Configuration: 002000-2-2 + --- Energy: 13.395917496938448 + --- Configuration: 222002-3-0 + --- Energy: 16.982170959553237 + --- Configuration: 000030-2-0 + --- Energy: 12.26762907254409 + --- Configuration: 101010-3-0 + --- Energy: 13.04299789746687 + --- Configuration: 022200-1-1 + --- Energy: 12.369555647233597 + --- Configuration: 001101-3-0 + --- Energy: 12.801274922165252 + --- Configuration: 002020-2-3 + --- Energy: 12.615399718681916 + --- Configuration: 110011-2-3 + --- Energy: 12.909260168513825 + --- Configuration: 000000-3-3 + --- Energy: 12.654544813790569 + --- Configuration: 000022-2-1 + --- Energy: 17.236925200640222 + --- Configuration: 100000-1-1 + --- Energy: 13.49249894433128 + --- Configuration: 011011-3-2 + --- Energy: 12.473598223784801 + --- Configuration: 300300-2-1 + --- Energy: 12.58462594133227 + --- Configuration: 111110-2-1 + --- Energy: 12.504158981784528 + --- Configuration: 330030-3-0 + --- Energy: 13.028609429521124 + --- Configuration: 011011-0-0 + --- Energy: 12.105878961419078 + --- Configuration: 303333-1-3 + --- Energy: 23.863863929112192 + --- Configuration: 010111-0-0 + --- Energy: 12.756494833976223 + --- Configuration: 200202-3-2 + --- Energy: 17.76713091857071 + --- Configuration: 001000-1-0 + --- Energy: 11.76973873612909 + --- Configuration: 101111-3-3 + --- Energy: 12.941299579331238 + --- Configuration: 330333-1-0 + --- Energy: 24.401835984242894 + --- Configuration: 202002-1-1 + --- Energy: 16.598746445608374 + --- Configuration: 100101-2-2 + --- Energy: 12.88737035992497 + --- Configuration: 330003-1-0 + --- Energy: 24.722444893035714 + --- Configuration: 101101-1-0 + --- Energy: 12.77057489674986 + --- Configuration: 110010-3-3 + --- Energy: 12.939562727214717 + --- Configuration: 022220-3-3 + --- Energy: 12.583421405685236 + --- Configuration: 020020-1-0 + --- Energy: 13.574697742750608 +final_X_user friendly : + ['101111-1-0', '011001-0-3', '110111-0-1', '101110-1-0', '111101-0-0', '111110-1-2', '303303-0-1', '222222-3-3', '202222-3-3', '101101-2-2', '003330-3-2', '202220-2-3', '333030-0-2', '303330-3-0', '202222-0-3', '030333-2-3', '022202-2-0', '111010-2-0', '333333-1-2', '111111-2-1', '222220-0-3', '000300-0-0', '222222-3-2', '333300-3-0', '110011-3-2', '111011-2-1', '202202-2-3', '333303-1-2', '202222-2-3', '300033-3-2', '330333-2-2', '220222-0-1', '033333-0-3', '110110-0-3', '110001-0-2', '111101-1-1', '022022-1-3', '000011-1-1', '111011-3-0', '220020-1-2', '333033-0-2', '222220-3-3', '030300-2-0', '220220-3-2', '101110-2-3', '111011-2-3', '303300-0-1', '222220-2-1', '200222-2-3', '110101-1-0', '011010-1-3', '303330-1-2', '033033-2-0', '333300-0-1', '111111-3-1', '110101-0-0', '003333-1-2', '333333-2-1', '333300-1-0', '220020-0-1', '111111-1-2', '101101-0-2', '330330-2-3', '333333-3-1', '220220-0-0', '110011-0-0', '011111-3-2', '303333-3-1', '101111-3-0', '222222-2-3', '022222-0-3', '333033-0-2', '022222-0-0', '100101-1-3', '110111-1-2', '222222-1-0', '101111-3-3', '003333-3-1', '011111-1-2', '202022-1-2', '330030-2-2', '333330-3-0', '111110-1-0', '110111-0-0', '202222-0-2', '333333-1-1', '303333-0-3', '033033-1-1', '111111-3-1', '333333-1-3', '011010-2-1', '333333-3-3', '330030-0-1', '111111-2-2', '033333-0-2', '011110-1-1', '333033-0-0', '002200-2-2', '011110-3-1', '111111-0-2', '222202-2-1', '030033-0-1', '111111-2-1', '101111-2-1', '100110-0-2', '333300-1-2', '010110-0-2', '222220-1-2', '222222-0-1', '033030-0-3', '033330-0-0', '111111-1-2', '202022-3-3', '303300-3-3', '330333-3-0', '333033-2-1', '222020-1-0', '303333-0-3', '222202-3-1', '111111-2-3', '111111-1-3', '111110-1-0', '222022-0-3', '220020-0-3', '033330-3-2', '111111-2-0', '111101-1-1', '111111-2-3', '333300-1-0', '111011-0-0', '220202-1-1', '033033-3-2', '022202-0-0', '033033-1-0', '003333-2-3', '222022-1-0', '033333-1-2', '100000-0-2', '222222-2-3', '202222-0-2', '333303-2-1', '303333-2-0', '220220-1-2', '222220-2-3', '111011-3-3', '222220-0-1', '111111-1-0', '033300-2-1', '222222-0-2', '330333-0-0', '330330-3-0', '101110-1-0', '002202-3-1', '220022-2-1', '222220-2-3', '222002-0-2', '030330-3-0', '222022-3-3', '333333-0-1', '202222-2-2', '030330-3-3', '222022-0-0', '222000-1-1', '101011-3-1', '330303-3-1', '333033-0-2', '030033-2-3', '333333-3-3', '333333-1-0', '101011-3-0', '333033-1-1', '222202-1-2', '222020-2-1', '001101-2-2', '111111-2-1', '222222-1-1', '300033-2-1', '111101-2-3', '303333-3-1', '110110-3-1', '222220-3-1', '110110-2-0', '000022-2-2', '111011-1-0', '222220-1-0', '202222-1-0', '011111-2-1', '110111-2-0', '333333-0-3', '110111-2-0', '011011-1-0', '010100-0-0', '222202-3-0', '222222-3-0', '330033-2-1', '303300-2-2', '220222-3-2', '000111-3-0', '111001-2-2', '020220-2-1', '222222-0-0', '222222-0-3', '000200-2-1', '333300-1-1', '330030-0-1', '333333-2-0', '110010-0-3', '330030-1-2', '222222-3-0', '222222-3-2', '220202-0-1', '333030-3-2', '111011-1-1', '202220-3-0', '220220-1-2', '110111-1-2', '111111-1-3', '222020-2-0', '333303-0-2', '100010-0-1', '222222-3-1', '222202-1-2', '110011-0-2', '101011-1-2', '001011-2-2', '011110-2-1', '330303-0-0', '100000-0-0', '200000-0-0', '300000-0-0', '110000-0-0', '220000-0-0', '330000-0-0', '111000-0-0', '222000-0-0', '333000-0-0', '300000-1-0', '300000-2-0', '100000-1-0', '200000-2-0', '000000-1-0', '000000-2-0', '000000-1-1', '000000-2-2', '300000-0-0', '330000-0-0', '333000-0-0', '333300-0-0', '333333-0-0', '330303-1-1', '100111-1-0', '303033-3-1', '101111-1-3', '002220-1-1', '111110-1-1', '220222-3-3', '022202-2-3', '000100-0-2', '011001-2-1', '222222-3-2', '220202-2-3', '222222-1-3', '011111-3-1', '333300-2-2', '333030-0-1', '030333-2-2', '001011-1-0', '033333-0-2', '220002-1-0', '330333-0-3', '111111-1-1', '222222-3-3', '220022-3-2', '303303-1-3', '011111-2-0', '011101-0-2', '111110-2-0', '333333-2-0', '300300-3-0', '033033-1-2', '222220-0-3', '111110-2-1', '330033-1-3', '333033-2-3', '022222-1-0', '222022-2-3', '202222-1-0', '100011-0-0', '333333-2-0', '010101-3-0', '222222-1-0', '000033-1-1', '033030-1-2', '111111-3-0', '220202-3-1', '101101-2-0', '222222-0-2', '303333-1-1', '000222-0-2', '022220-0-1', '222200-1-3', '022220-2-2', '222200-1-2', '300333-0-0', '111101-0-3', '220022-3-0', '000333-2-0', '111001-3-0', '330333-2-2', '110111-3-1', '222022-3-1', '333333-0-0', '220002-3-0', '303333-0-0', '222022-0-0', '033033-3-1', '200222-2-1', '111000-2-0', '001111-3-3', '033333-3-3', '222202-1-3', '222202-2-1', '100101-2-0', '033030-3-1', '222220-2-0', '300333-1-2', '010100-2-1', '022002-2-3', '300333-3-2', '100011-3-2', '110101-2-1', '101101-3-2', '111110-1-0', '002020-2-0', '330000-3-3', '003003-3-3', '000022-3-3', '033000-2-0', '011100-1-1', 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'111001-1-2', '333333-3-2', '022022-3-3', '022222-0-2', '030303-1-2', '022222-2-3', '101101-3-0', '000202-2-0', '111011-0-3', '220200-2-2', '333000-3-0', '010000-1-0', '330303-1-2', '110000-0-0', '202002-3-0', '303303-2-1', '200022-2-3', '030300-2-3', '030003-0-0', '000000-2-0', '202220-2-1', '001010-1-0', '202000-0-0', '100000-3-0', '011000-1-0', '022222-1-2', '333300-1-0', '003303-1-1', '000000-3-1', '000110-1-1', '220000-3-0', '022022-1-3', '000022-3-2', '001010-1-0', '000333-2-0', '101101-2-1', '330330-3-3', '022222-3-1', '202022-3-1', '011010-3-2', '110011-2-2', '033030-2-0', '220222-2-3', '101011-3-2', '333303-0-0', '011001-3-1', '000110-3-3', '002220-2-3', '222222-2-2', '300000-3-1', '222002-1-0', '110000-1-2', '001101-1-1', '002202-3-0', '101101-3-0', '101110-2-2', '020202-1-3', '030300-3-0', '020200-2-3', '222220-2-0', '101001-3-0', '002022-3-1', '002020-3-0', '202000-3-3', '220000-3-3', '003333-1-0', '000111-0-0', '333033-2-0', '020000-1-3', '330303-2-0', '110101-3-3', 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11668883754.580038, 14885870034.445902, 12648173350.804678, 12133492686.537285, 11963267981.988104, 14264907898.62215, 14577046981.822424, 12284333175.684391, 14157668288.66353, 1568536414.3571274, 10742142391.394255, 12868373270.329777, 13587842685.392525, 13972451913.80674, 12860297304.353083, 8476515812.9402485, 3284525287.5601892, 14090619592.72473, 11355055554.6093, 12819017268.498163, 14338623807.5642, 8721209108.430794, 13890586627.254442, 7533921481.470321, 14639037922.427738, 11341636167.116741, 12657170413.611015, 8467113730.2716255, 12953334317.786741, 6257234927.885367, 13144404427.03541, 8609853115.905842, 12932729116.229023, 11527098479.46044, 12797379096.760984, 14429639634.179775, 14474880292.739979, 12524265764.919533, 12479113084.47486, 13547198439.36274, 11937034530.259785, 14563926900.7381, 13728569702.694094, 9422317701.708267, 11743484714.680296, 11733357112.937082, 12307419651.010809, 8919094890.250538, 10920273268.918282, 9662862719.709341, 10720963342.88214, 11754748918.563099, 11739583174.359812, 13008417747.124165, 12514281924.246046, 12733095224.452637, 13867452119.154696, 11887652176.807428, 12469045594.31212, 11916238377.198992, 12714024713.521238, 11117855943.716965, 11786670689.850264, 12977490542.653767, 12501375151.26664, 12443630354.494143, 11105916010.39958, 13671885681.160686, 14609780078.98047, 12643455810.489769, 5766580360.18061, 11702585803.359112, 14055841045.304787, 12377325235.262009, 12935790616.11877, 8319329129.299013, 14681722283.47763, 12720752763.265518, 8880442601.259247] + --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'y'] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08299887e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.1271403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.18351179e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.11156932e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.74455364e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40146902e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.28357512e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.5072476e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51033674e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41931546e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37044311e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39042802e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19587757e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24221905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32444893e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44988053e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.48788268e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.31843502e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.45157685e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51484855e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.15635143e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.61985029e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.52275375e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27141379e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37125305e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42044446e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42887353e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43955938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.50344514e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41777809e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52783486e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.48746218e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32802654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13086225e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.15333203e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.48234234e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29774232e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.10676521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24701962e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26580997e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.39038162e+10] + --- Actual line: [1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 0.000000e+00 3.000000e+00 3.000000e+00 1.447178e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16672909e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.40923472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41660717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.43340405e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.01992942e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.45639693e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45943429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04994483e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.2057461e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.30260064e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44749431e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.08908023e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37892805e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.20636152e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37530016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.59293501e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.03466543e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.03121168e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40977112e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19692964e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37841295e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.58046794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.21848008e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 6.0035541e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41517778e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53310511e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28357512e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58728395e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.40954062e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.40453581e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.23172733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.18177467e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.38291546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.58649827e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.35610137e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37126057e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37430031e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43905184e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.40877016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24777428e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1913314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.76512063e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.50120171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50529412e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.30700673e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4223092e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.36774769e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45222612e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35851845e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53029447e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 9.9389747e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.58475089e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34467703e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.44039916e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.18380601e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38857067e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.18788265e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34193784e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62152871e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.16078901e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50071509e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4778842e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16911206e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.33612137e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16072299e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37728336e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56667126e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 3.0000000e+00 1.0395313e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.11168493e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3830417e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.40800451e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.23214317e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.45006554e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50704317e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05155346e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.2840399e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.51233765e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42495002e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32296657e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.14593086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.33203504e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.06843885e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37661787e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44607304e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4639638e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.38226171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05839146e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.21933048e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.56712056e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41036363e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.08901025e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22202928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44462326e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.47781868e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43133185e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.00753333e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58243873e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.41299218e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51501149e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.51597611e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29764633e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.40529769e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43206362e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.17426711e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24424846e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.36947093e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.51113099e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.14617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25135616e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08719878e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.0000000e+00 1.3345451e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.52480166e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37404161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36201928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17422712e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46571903e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.45081449e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.53859883e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30252938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22956161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.35691654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29080559e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.45091553e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34687572e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.3852123e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53385055e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37309449e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1787671e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.47266513e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.49333524e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 1.0000000e+00 1.4254436e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39852903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51068127e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.76305587e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34900882e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27403953e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42144794e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25974412e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.30534329e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35173678e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.42811851e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.15326021e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.2054278e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.51704782e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.49301419e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.39979171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.35853691e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37319631e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08877549e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 3.2921052e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.36628074e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.54326703e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37670126e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39675339e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47928994e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20354903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43599346e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34946757e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.42637888e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.45156421e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.20173675e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.40959228e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.02289128e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.4384743e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.08315019e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2684319e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5834385e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.55959282e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.40048961e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35454919e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.45768557e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20802272e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.3277356e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35833761e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32258163e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27016708e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36955158e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 9.20191768e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.57906788e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.4598327e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.17836429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29186949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.35599656e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37435508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.06328909e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 2.75149756e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.11195876e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49238675e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.83825219e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.15764371e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72591788e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.79332038e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.27052579e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08601009e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.32669877e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.90917027e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43226132e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.49873288e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17504872e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.27981795e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52510886e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49236846e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72580907e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.28772387e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.72762382e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4023082e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.06625268e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33793583e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.22923212e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34042687e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.49118634e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.4253217e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44279949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.02985869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35492359e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53866985e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45682552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49826875e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.34349373e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46285661e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.11935579e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41939403e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.63251939e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.29104723e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24688746e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.23623911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.60776098e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46021001e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.46620901e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.34385482e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37204513e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.24225609e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37862959e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43992006e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.08806232e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3323687e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.18311692e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42863878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.35065595e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.5017969e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.45861685e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.52747546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.48219513e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.99298486e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.50491354e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.23001835e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.62395925e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.26890993e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2790717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42216357e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44018342e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28080824e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.52035759e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50977124e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.28945407e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.14789608e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.14965257e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 2.0000000e+00 1.4357811e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31640091e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.05427403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.16456327e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.43715535e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28316006e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.2484488e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.50997869e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29882275e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47681257e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.24218819e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.35679503e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.17466713e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22107726e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.32922868e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.55429381e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.2373818e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22662061e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51210897e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43548843e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62848414e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.26492453e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.22487626e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38615508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35750599e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35329351e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31455794e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 2.0000000e+00 1.4000308e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.31259434e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37093911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33406796e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1201156e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15226888e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.09831694e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26011081e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.10129248e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.2667865e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.04481854e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13522454e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0275982e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21849579e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47544418e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28506129e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27119883e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.98996083e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21449426e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34686302e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.07102502e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.09848464e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.24761705e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35027843e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.34892511e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0229007e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39857793e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.18398261e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13987003e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34231071e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.18982887e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.20433899e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.11383506e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29170929e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.18446643e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.47024878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32931349e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.43375342e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.81950875e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34612874e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.3202209e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.3313576e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17630175e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26726008e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21275331e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06502511e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.25266245e+09] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.3912637e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17493902e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15034556e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29667041e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33265634e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21587199e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47721397e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.38855911e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49141319e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5954256e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05659883e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30187314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20274418e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.25503898e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.38264586e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.47514165e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.43964435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47483272e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42368007e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49171798e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42439591e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56734162e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59293248e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3084073e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30421797e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59037379e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45223666e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.669555e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.54786781e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.44633867e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43976042e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47708306e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35264002e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.0884176e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32363199e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53808057e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.45513809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.42460695e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31207767e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.49383048e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.26557287e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.30047975e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13922335e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38715302e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18723391e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 7.4235743e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.36572468e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.21187108e+09] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.3684477e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.47893552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42876737e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33868271e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.05547011e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 9.98093641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42243869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46517849e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.44467677e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00743385e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.51353652e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.51084332e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09921879e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34712792e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.10813024e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.28592389e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 0.0000000e+00 1.0849423e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3609238e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.38745711e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.55893253e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27294645e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.41198863e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.24431658e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53331902e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47338116e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 2.0000000e+00 1.3560885e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44090558e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25867067e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.47531358e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.39904949e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.15884121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.27979032e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12597397e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31961114e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.60706595e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15302086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37178351e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.25164121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36834284e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27552159e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20806796e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47369817e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.27983291e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16258251e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.23565711e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38833934e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.14727579e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33944657e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.09215136e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32096906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22365022e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.71802711e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44443128e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.07110762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.41854636e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32688115e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.11846064e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.34844309e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.55576403e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34512379e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.23269603e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.7832042e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12330269e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.10683871e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.41506764e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.20706762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.04357663e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49043735e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25303862e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.48854047e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28095098e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05405733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.09214779e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29204976e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16485764e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28124968e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.36925904e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42374088e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25164435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.35332648e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21312406e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33210425e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28453472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08441522e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.02998492e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32850643e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14601097e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.23365865e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30344958e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26702084e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04812794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 7.49636426e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.06795049e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.19274809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24537499e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26603272e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.12305291e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29403772e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50765891e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39017287e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.27979032e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.26560792e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66828127e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.56809614e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.26613211e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.39401577e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18093173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.36541699e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.67746722e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.47631111e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37678087e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43376781e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.46203105e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.32016192e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.05107104e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.24317806e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37699699e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.12949171e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31505754e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2879909e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42323025e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.44434992e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.23379214e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16688838e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 2.000000e+00 3.000000e+00 1.488587e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26481734e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21334927e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1963268e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.42649079e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.4577047e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22843332e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41576683e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.56853641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07421424e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.28683733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35878427e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.39724519e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28602973e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.47651581e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.28452529e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.40906196e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13550556e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.28190173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43386238e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.72120911e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38905866e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.53392148e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.46390379e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.13416362e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26571704e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46711373e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29533343e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.25723493e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.31444044e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.60985312e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29327291e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15270985e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.27973791e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44296396e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44748803e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25242658e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24791131e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35471984e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.19370345e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45639269e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37285697e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.4223177e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17434847e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17333571e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.23074197e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.91909489e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09202733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66286272e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07209633e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.17547489e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.17395832e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.30084177e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25142819e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27330952e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38674521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.18876522e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.24690456e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.19162384e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27140247e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.11178559e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17866707e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.29774905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.25013752e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.24436304e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.1105916e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36718857e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46097801e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26434558e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.76658036e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17025858e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4055841e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.23773252e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.29357906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.31932913e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.46817223e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.27207528e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 8.8804426e+09] +--- Size of X after removing aberrants points from the dataset: 628 +--- Number of abberant points removed : 151 +*** Ratio energy by wokload : [10829988671.831848, 11271402985.343796, 11835117871.856445, 11115693246.882881, 7744553642.650806, 14014690198.265823, 12835751160.993692, 15072476000.850086, 15103367446.80594, 14193154641.516396, 13704431053.692589, 13904280154.559978, 11958775708.378078, 12422190504.229136, 13244489299.11487, 14498805298.443407, 14878826834.261774, 13184350176.340683, 14515768479.29906, 15148485454.424267, 11563514337.02325, 1619850293.4358807, 15227537478.77662, 12714137867.025375, 13712530510.380384, 14204444570.706173, 14288735332.61318, 14395593796.65072, 15034451445.487333, 14177780865.38339, 15278348593.857187, 14874621812.74041, 13280265392.82361, 11308622485.386433, 11533320339.125751, 14823423380.68923, 12977423176.899149, 11067652130.41236, 12470196231.00789, 12658099664.813522, 13903816180.427042, 14471780028.94356, 11667290866.728037, 14092347150.879715, 14166071691.655617, 14334040479.330315, 10199294208.840748, 14563969322.455019, 14594342940.789293, 10499448253.994251, 12057461036.314661, 13026006421.821165, 14474943149.660782, 10890802281.840895, 13789280489.133356, 6206361520.558573, 13753001592.597586, 15929350146.231434, 10346654305.863657, 10312116840.40865, 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13683428410.355072, 12755215926.672813, 12080679610.712181, 14736981718.77418, 12798329050.159212, 11625825142.93952, 12356571100.945772, 13883393379.009699, 11472757936.280302, 13394465674.67254, 10921513634.417622, 12257064972.250004, 13209690629.045467, 12236502220.313328, 4718027109.783772, 14444312840.70523, 10711076216.805037, 14185463588.042788, 13268811525.820444, 11184606402.516088, 13484430876.110443, 15557640279.352987, 13451237917.42554, 12326960294.86089, 9783204195.037958, 11233026896.3596, 11068387136.763205, 14150676402.332033, 12070676223.42339, 10435766293.101019, 14904373539.371391, 12530386186.502268, 14885404711.826008, 12809509780.060719, 10540573301.781883, 10921477850.696844, 12920497594.203348, 11648576427.474798, 12812496796.875801, 13692590391.635471, 14237408791.59993, 12516443477.618721, 13533264764.791859, 12131240613.452576, 13321042451.498085, 12845347158.352303, 10844152182.494068, 10299849210.207561, 13285064266.49839, 11460109650.329136, 12336586491.191061, 13034495793.116482, 12670208412.258175, 10481279386.887081, 7496364263.332283, 10679504855.436882, 11927480916.030533, 12453749886.359531, 12660327218.817299, 11230529070.224499, 12940377211.995731, 15076589072.48824, 13901728679.961353, 12797903191.541098, 9265607916.535404, 9668281269.638697, 9568096140.230017, 12661321056.916437, 13940157691.063803, 11809317315.175327, 13654169915.221258, 8677467220.867573, 14763111118.98477, 13767808660.50236, 14161738381.709831, 14337678127.72864, 14620310535.395771, 7320161921.981714, 6051071039.574004, 12431780603.935902, 13769969898.845802, 11294917061.424017, 13150575403.426777, 12879909016.32271, 14232302487.66415, 14443499197.66362, 6233792140.43487, 11668883754.580038, 14885870034.445902, 12648173350.804678, 12133492686.537285, 11963267981.988104, 14264907898.62215, 14577046981.822424, 12284333175.684391, 14157668288.66353, 1568536414.3571274, 10742142391.394255, 12868373270.329777, 13587842685.392525, 13972451913.80674, 12860297304.353083, 8476515812.9402485, 3284525287.5601892, 14090619592.72473, 11355055554.6093, 12819017268.498163, 14338623807.5642, 8721209108.430794, 13890586627.254442, 7533921481.470321, 14639037922.427738, 11341636167.116741, 12657170413.611015, 8467113730.2716255, 12953334317.786741, 6257234927.885367, 13144404427.03541, 8609853115.905842, 12932729116.229023, 11527098479.46044, 12797379096.760984, 14429639634.179775, 14474880292.739979, 12524265764.919533, 12479113084.47486, 13547198439.36274, 11937034530.259785, 14563926900.7381, 13728569702.694094, 9422317701.708267, 11743484714.680296, 11733357112.937082, 12307419651.010809, 8919094890.250538, 10920273268.918282, 9662862719.709341, 10720963342.88214, 11754748918.563099, 11739583174.359812, 13008417747.124165, 12514281924.246046, 12733095224.452637, 13867452119.154696, 11887652176.807428, 12469045594.31212, 11916238377.198992, 12714024713.521238, 11117855943.716965, 11786670689.850264, 12977490542.653767, 12501375151.26664, 12443630354.494143, 11105916010.39958, 13671885681.160686, 14609780078.98047, 12643455810.489769, 5766580360.18061, 11702585803.359112, 14055841045.304787, 12377325235.262009, 12935790616.11877, 8319329129.299013, 14681722283.47763, 12720752763.265518, 8880442601.259247] +--- Size of X before removing duplicates: 628 + --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'y'] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08299887e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.1271403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.18351179e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.11156932e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.74455364e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40146902e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.28357512e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.5072476e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51033674e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41931546e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37044311e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39042802e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19587757e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24221905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32444893e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44988053e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.48788268e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.31843502e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.45157685e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51484855e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.15635143e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.61985029e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.52275375e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27141379e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37125305e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42044446e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42887353e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43955938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.50344514e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41777809e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52783486e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.48746218e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32802654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13086225e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.15333203e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.48234234e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29774232e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.10676521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24701962e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26580997e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.39038162e+10] + --- Actual line: [1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 0.000000e+00 3.000000e+00 3.000000e+00 1.447178e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16672909e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.40923472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41660717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.43340405e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.01992942e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.45639693e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45943429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04994483e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.2057461e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.30260064e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44749431e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.08908023e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37892805e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.20636152e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37530016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.59293501e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.03466543e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.03121168e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40977112e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19692964e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37841295e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.58046794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.21848008e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 6.0035541e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41517778e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53310511e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28357512e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58728395e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.40954062e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.40453581e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.23172733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.18177467e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.38291546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.58649827e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.35610137e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37126057e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37430031e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43905184e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.40877016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24777428e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1913314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.76512063e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.50120171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50529412e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.30700673e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4223092e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.36774769e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45222612e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35851845e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53029447e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 9.9389747e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.58475089e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34467703e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.44039916e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.18380601e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38857067e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.18788265e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34193784e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62152871e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.16078901e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50071509e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4778842e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16911206e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.33612137e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16072299e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37728336e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56667126e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 3.0000000e+00 1.0395313e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.11168493e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3830417e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.40800451e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.23214317e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.45006554e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50704317e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05155346e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.2840399e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.51233765e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42495002e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32296657e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.14593086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.33203504e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.06843885e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37661787e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44607304e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4639638e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.38226171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05839146e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.21933048e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.56712056e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41036363e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.08901025e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22202928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44462326e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.47781868e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43133185e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.00753333e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58243873e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.41299218e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51501149e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.51597611e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29764633e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.40529769e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43206362e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.17426711e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24424846e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.36947093e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.51113099e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.14617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25135616e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08719878e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.0000000e+00 1.3345451e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.52480166e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37404161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36201928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17422712e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46571903e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.45081449e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.53859883e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30252938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22956161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.35691654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29080559e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.45091553e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34687572e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.3852123e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53385055e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37309449e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1787671e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.47266513e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.49333524e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 1.0000000e+00 1.4254436e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39852903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51068127e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.76305587e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34900882e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27403953e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42144794e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25974412e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.30534329e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35173678e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.42811851e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.15326021e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.2054278e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.51704782e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.49301419e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.39979171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.35853691e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37319631e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08877549e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 3.2921052e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.36628074e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.54326703e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37670126e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39675339e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47928994e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20354903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43599346e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34946757e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.42637888e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.45156421e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.20173675e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.40959228e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.02289128e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.4384743e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.08315019e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2684319e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5834385e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.55959282e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.40048961e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35454919e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.45768557e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20802272e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.3277356e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35833761e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32258163e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27016708e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36955158e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 9.20191768e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.57906788e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.4598327e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.17836429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29186949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.35599656e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37435508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.06328909e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 2.75149756e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.11195876e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49238675e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.83825219e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.15764371e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72591788e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.79332038e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.27052579e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08601009e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.32669877e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.90917027e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43226132e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.49873288e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17504872e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.27981795e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52510886e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49236846e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72580907e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.28772387e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.72762382e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4023082e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.06625268e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33793583e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.22923212e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34042687e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.49118634e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.4253217e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44279949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.02985869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35492359e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53866985e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45682552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49826875e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.34349373e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46285661e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.11935579e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41939403e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.63251939e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.29104723e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24688746e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.23623911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.60776098e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46021001e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.46620901e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.34385482e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37204513e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.24225609e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37862959e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43992006e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.08806232e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3323687e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.18311692e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42863878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.35065595e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.5017969e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.45861685e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.52747546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.48219513e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.99298486e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.50491354e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.23001835e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.62395925e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.26890993e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2790717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42216357e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44018342e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28080824e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.52035759e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50977124e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.28945407e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.14789608e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.14965257e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 2.0000000e+00 1.4357811e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31640091e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.05427403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.16456327e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.43715535e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28316006e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.2484488e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.50997869e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29882275e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47681257e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.24218819e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.35679503e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.17466713e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22107726e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.32922868e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.55429381e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.2373818e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22662061e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51210897e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43548843e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62848414e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.26492453e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.22487626e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38615508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35750599e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35329351e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31455794e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 2.0000000e+00 1.4000308e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.31259434e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37093911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33406796e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1201156e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15226888e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.09831694e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26011081e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.10129248e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.2667865e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.04481854e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13522454e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0275982e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21849579e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47544418e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28506129e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27119883e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.98996083e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21449426e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34686302e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.07102502e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.09848464e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.24761705e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35027843e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.34892511e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0229007e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39857793e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.18398261e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13987003e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34231071e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.18982887e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.20433899e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.11383506e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29170929e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.18446643e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.47024878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32931349e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.43375342e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.81950875e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34612874e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.3202209e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.3313576e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17630175e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26726008e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21275331e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06502511e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.25266245e+09] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.3912637e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17493902e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15034556e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29667041e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33265634e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21587199e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47721397e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.38855911e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49141319e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5954256e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05659883e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30187314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20274418e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.25503898e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.38264586e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.47514165e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.43964435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47483272e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42368007e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49171798e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42439591e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56734162e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59293248e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3084073e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30421797e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59037379e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45223666e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.669555e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.54786781e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.44633867e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43976042e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47708306e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35264002e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.0884176e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32363199e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53808057e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.45513809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.42460695e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31207767e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.49383048e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.26557287e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.30047975e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13922335e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38715302e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18723391e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 7.4235743e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.36572468e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.21187108e+09] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.3684477e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.47893552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42876737e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33868271e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.05547011e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 9.98093641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42243869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46517849e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.44467677e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00743385e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.51353652e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.51084332e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09921879e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34712792e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.10813024e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.28592389e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 0.0000000e+00 1.0849423e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3609238e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.38745711e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.55893253e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27294645e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.41198863e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.24431658e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53331902e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47338116e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 2.0000000e+00 1.3560885e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44090558e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25867067e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.47531358e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.39904949e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.15884121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.27979032e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12597397e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31961114e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.60706595e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15302086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37178351e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.25164121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36834284e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27552159e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20806796e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47369817e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.27983291e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16258251e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.23565711e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38833934e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.14727579e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33944657e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.09215136e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32096906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22365022e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.71802711e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44443128e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.07110762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.41854636e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32688115e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.11846064e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.34844309e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.55576403e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34512379e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.23269603e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.7832042e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12330269e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.10683871e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.41506764e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.20706762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.04357663e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49043735e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25303862e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.48854047e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28095098e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05405733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.09214779e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29204976e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16485764e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28124968e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.36925904e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42374088e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25164435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.35332648e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21312406e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33210425e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28453472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08441522e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.02998492e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32850643e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14601097e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.23365865e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30344958e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26702084e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04812794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 7.49636426e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.06795049e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.19274809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24537499e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26603272e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.12305291e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29403772e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50765891e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39017287e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.27979032e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.26560792e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66828127e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.56809614e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.26613211e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.39401577e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18093173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.36541699e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.67746722e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.47631111e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37678087e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43376781e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.46203105e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.32016192e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.05107104e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.24317806e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37699699e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.12949171e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31505754e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2879909e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42323025e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.44434992e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.23379214e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16688838e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 2.000000e+00 3.000000e+00 1.488587e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26481734e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21334927e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1963268e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.42649079e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.4577047e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22843332e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41576683e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.56853641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07421424e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.28683733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35878427e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.39724519e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28602973e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.47651581e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.28452529e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.40906196e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13550556e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.28190173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43386238e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.72120911e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38905866e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.53392148e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.46390379e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.13416362e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26571704e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46711373e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29533343e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.25723493e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.31444044e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.60985312e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29327291e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15270985e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.27973791e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44296396e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44748803e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25242658e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24791131e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35471984e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.19370345e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45639269e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37285697e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.4223177e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17434847e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17333571e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.23074197e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.91909489e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09202733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66286272e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07209633e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.17547489e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.17395832e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.30084177e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25142819e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27330952e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38674521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.18876522e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.24690456e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.19162384e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27140247e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.11178559e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17866707e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.29774905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.25013752e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.24436304e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.1105916e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36718857e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46097801e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26434558e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.76658036e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17025858e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4055841e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.23773252e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.29357906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.31932913e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.46817223e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.27207528e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 8.8804426e+09] + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333033-0-2 is present in X at positions [40, 71, 165] + --- Position: 40 +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- + --- Position: 71 +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 14045358079.381556 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- + --- Position: 165 +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13468757197.367126 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '333033-0-2' +--- Duplicate 0 in the list of duplicate, And at position 71 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 14045358079.381556 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 165 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13468757197.367126 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 40 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 71 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 14045358079.381556 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- + --- Checking value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111111-3-1 is present in X at positions [54, 88] + --- Position: 54 +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- + --- Position: 88 +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13677476888.483427 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '111111-3-1' +--- Duplicate 0 in the list of duplicate, And at position 88 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13677476888.483427 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 54 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 88 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13677476888.483427 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111111-2-1 is present in X at positions [19, 102, 174] + --- Position: 19 +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15148485454.424267 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- + --- Position: 102 +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15007150907.40738 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- + --- Position: 174 +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15106812719.332037 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '111111-2-1' +--- Duplicate 0 in the list of duplicate, And at position 174 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15106812719.332037 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 19 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15148485454.424267 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 102 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15007150907.40738 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 174 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15106812719.332037 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111111-1-2 is present in X at positions [60, 111] + --- Position: 60 +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- + --- Position: 111 +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '111111-1-2' +--- Duplicate 0 in the list of duplicate, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 60 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- + --- Checking value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 303333-0-3 is present in X at positions [86, 117] + --- Position: 86 +-------------- + --- Configuration: 303333-0-3 + --- Energy efficiency: 13070067323.916784 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- + --- Position: 117 +-------------- + --- Configuration: 303333-0-3 + --- Energy efficiency: 12840398976.87701 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '303333-0-3' +--- Duplicate 0 in the list of duplicate, And at position 117 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Energy efficiency: 12840398976.87701 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 86 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Energy efficiency: 13070067323.916784 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 117 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Energy efficiency: 12840398976.87701 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- + --- Checking value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111110-1-0 is present in X at positions [82, 121, 332] + --- Position: 82 +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- + --- Position: 121 +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11459308568.239609 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- + --- Position: 332 +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11201155959.295 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '111110-1-0' +--- Duplicate 0 in the list of duplicate, And at position 332 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11201155959.295 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 82 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 121 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11459308568.239609 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 332 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11201155959.295 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- + --- Checking value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111101-1-1 is present in X at positions [35, 126] + --- Position: 35 +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- + --- Position: 126 +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14639637991.031757 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '111101-1-1' +--- Duplicate 0 in the list of duplicate, And at position 126 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14639637991.031757 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 35 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 126 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14639637991.031757 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111111-2-3 is present in X at positions [119, 127] + --- Position: 119 +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 14249500198.780527 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- + --- Position: 127 +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '111111-2-3' +--- Duplicate 0 in the list of duplicate, And at position 127 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 119 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 14249500198.780527 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 127 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333300-1-0 is present in X at positions [58, 128, 436] + --- Position: 58 +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- + --- Position: 128 +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10583914566.641617 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- + --- Position: 436 +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10992187852.093517 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '333300-1-0' +--- Duplicate 0 in the list of duplicate, And at position 436 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10992187852.093517 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 128 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10583914566.641617 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 436 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10992187852.093517 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222222-2-3 is present in X at positions [69, 138] + --- Position: 69 +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15872839508.132448 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- + --- Position: 138 +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222222-2-3' +--- Duplicate 0 in the list of duplicate, And at position 138 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 69 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15872839508.132448 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 138 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 202222-0-2 is present in X at positions [84, 139] + --- Position: 84 +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- + --- Position: 139 +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 14129921805.012732 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '202222-0-2' +--- Duplicate 0 in the list of duplicate, And at position 84 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 139 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 14129921805.012732 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 84 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 101110-1-0 is present in X at positions [3, 151, 341] + --- Position: 3 +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- + --- Position: 151 +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10871987779.885736 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- + --- Position: 341 +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '101110-1-0' +--- Duplicate 0 in the list of duplicate, And at position 151 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10871987779.885736 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 341 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 151 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10871987779.885736 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- + --- Checking value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222220-2-3 is present in X at positions [143, 154] + --- Position: 143 +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- + --- Position: 154 +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 13740416059.79829 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222220-2-3' +--- Duplicate 0 in the list of duplicate, And at position 154 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 13740416059.79829 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 143 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 154 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 13740416059.79829 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- + --- Checking value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0]] + --- Answer : configuration is present, have it been processed? 0 + --- Checking value [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333333-3-3 is present in X at positions [91, 167] + --- Position: 91 +-------------- + --- Configuration: 333333-3-3 + --- Energy efficiency: 15302944745.657406 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- + --- Position: 167 +-------------- + --- Configuration: 333333-3-3 + --- Energy efficiency: 15338505477.380306 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '333333-3-3' +--- Duplicate 0 in the list of duplicate, And at position 91 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Energy efficiency: 15302944745.657406 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 167 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Energy efficiency: 15338505477.380306 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +-------------- +--- 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: 333333-3-3 + --- Energy efficiency: 15302944745.657406 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0]] + --- Answer : configuration is present, have it been processed? 2 + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 303333-3-1 is present in X at positions [67, 178] + --- Position: 67 +-------------- + --- Configuration: 303333-3-1 + --- Energy efficiency: 15331051050.866896 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- + --- Position: 178 +-------------- + --- Configuration: 303333-3-1 + --- Energy efficiency: 14214479437.334045 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '303333-3-1' +--- Duplicate 0 in the list of duplicate, And at position 67 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Energy efficiency: 15331051050.866896 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 178 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Energy efficiency: 14214479437.334045 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 67 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Energy efficiency: 15331051050.866896 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- + --- Checking value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 110111-2-0 is present in X at positions [187, 189] + --- Position: 187 +-------------- + --- Configuration: 110111-2-0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- + --- Position: 189 +-------------- + --- Configuration: 110111-2-0 + --- Energy efficiency: 13731963066.512136 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '110111-2-0' +--- Duplicate 0 in the list of duplicate, And at position 187 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 189 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Energy efficiency: 13731963066.512136 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 187 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- + --- Checking value [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 330030-0-1 is present in X at positions [92, 204] + --- Position: 92 +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 9938974695.370426 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- + --- Position: 204 +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 10228912840.456577 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '330030-0-1' +--- Duplicate 0 in the list of duplicate, And at position 92 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 9938974695.370426 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 204 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 10228912840.456577 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 92 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 9938974695.370426 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222222-3-0 is present in X at positions [193, 208] + --- Position: 193 +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- + --- Position: 208 +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222222-3-0' +--- Duplicate 0 in the list of duplicate, And at position 193 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 208 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 193 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222222-3-2 is present in X at positions [22, 209, 259] + --- Position: 22 +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15227537478.77662 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- + --- Position: 209 +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15595928215.061611 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- + --- Position: 259 +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15386698506.874779 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '222222-3-2' +--- Duplicate 0 in the list of duplicate, And at position 22 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15227537478.77662 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 259 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15386698506.874779 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 209 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15595928215.061611 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +-------------- +--- 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: 222222-3-2 + --- Energy efficiency: 15227537478.77662 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- + --- Checking value [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 220220-1-2 is present in X at positions [142, 214] + --- Position: 142 +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 12976463290.882996 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- + --- Position: 214 +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 13277356000.435497 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '220220-1-2' +--- Duplicate 0 in the list of duplicate, And at position 214 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 13277356000.435497 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 142 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 12976463290.882996 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 214 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 13277356000.435497 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 110111-1-2 is present in X at positions [74, 215] + --- Position: 74 +-------------- + --- Configuration: 110111-1-2 + --- Energy efficiency: 13829154623.777847 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- + --- Position: 215 +-------------- + --- Configuration: 110111-1-2 + --- Energy efficiency: 13583376120.968113 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '110111-1-2' +--- Duplicate 0 in the list of duplicate, And at position 215 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Energy efficiency: 13583376120.968113 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 74 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Energy efficiency: 13829154623.777847 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 215 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Energy efficiency: 13583376120.968113 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111111-1-3 is present in X at positions [120, 216, 602] + --- Position: 120 +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13229665673.118774 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- + --- Position: 216 +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13225816264.315292 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- + --- Position: 602 +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13008417747.124165 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '111111-1-3' +--- Duplicate 0 in the list of duplicate, And at position 216 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13225816264.315292 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 602 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13008417747.124165 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 120 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13229665673.118774 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 216 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13225816264.315292 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- + --- Checking value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222202-1-2 is present in X at positions [171, 221] + --- Position: 171 +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14933352448.024466 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- + --- Position: 221 +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14598327031.722164 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222202-1-2' +--- Duplicate 0 in the list of duplicate, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14598327031.722164 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 171 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14933352448.024466 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14598327031.722164 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- + --- Checking value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 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, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 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, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 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, 0, 0, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 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, 0, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 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, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 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, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 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, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 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, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 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 [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 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, 0, 0, 0, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 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, 0, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 300000-0-0 is present in X at positions [229, 244] + --- Position: 229 +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492386746.144499 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- + --- Position: 244 +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492368456.744541 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '300000-0-0' +--- Duplicate 0 in the list of duplicate, And at position 229 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492386746.144499 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 244 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492368456.744541 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 229 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492386746.144499 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- + --- Checking value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 330000-0-0 is present in X at positions [232, 245] + --- Position: 232 +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- + --- Position: 245 +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725809067.483562 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '330000-0-0' +--- Duplicate 0 in the list of duplicate, And at position 232 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 245 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725809067.483562 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 232 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333000-0-0 is present in X at positions [235, 246] + --- Position: 235 +-------------- + --- Configuration: 333000-0-0 + --- Energy efficiency: 10756377585.89932 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- + --- Position: 246 +-------------- + --- Configuration: 333000-0-0 + --- Energy efficiency: 10756377585.89932 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '333000-0-0' +--- Duplicate 0 in the list of duplicate, And at position 246 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Energy efficiency: 10756377585.89932 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 235 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Energy efficiency: 10756377585.89932 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 246 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Energy efficiency: 10756377585.89932 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 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, 1, 0, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0]] + --- Answer : configuration is present, have it been processed? 18 + --- Checking value [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 033333-0-2 is present in X at positions [94, 267] + --- Position: 94 +-------------- + --- Configuration: 033333-0-2 + --- Energy efficiency: 13446770287.478502 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- + --- Position: 267 +-------------- + --- Configuration: 033333-0-2 + --- Energy efficiency: 12910472329.630178 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '033333-0-2' +--- Duplicate 0 in the list of duplicate, And at position 94 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Energy efficiency: 13446770287.478502 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 267 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Energy efficiency: 12910472329.630178 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 94 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Energy efficiency: 13446770287.478502 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- + --- Checking value [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222222-3-3 is present in X at positions [7, 271] + --- Position: 7 +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- + --- Position: 271 +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222222-3-3' +--- Duplicate 0 in the list of duplicate, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 271 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- + --- Checking value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333333-2-0 is present in X at positions [205, 277, 288] + --- Position: 205 +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 14384742966.220308 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- + --- Position: 277 +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 14399200556.385109 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- + --- Position: 288 +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 15049135427.169708 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '333333-2-0' +--- Duplicate 0 in the list of duplicate, And at position 205 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 14384742966.220308 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 288 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 15049135427.169708 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 277 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 14399200556.385109 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 205 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 14384742966.220308 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- + --- Checking value [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222220-0-3 is present in X at positions [20, 280] + --- Position: 20 +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11563514337.02325 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- + --- Position: 280 +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11831169215.2977 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222220-0-3' +--- Duplicate 0 in the list of duplicate, And at position 20 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11563514337.02325 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 280 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11831169215.2977 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 20 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11563514337.02325 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 202222-1-0 is present in X at positions [185, 286] + --- Position: 185 +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 15170478249.32681 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- + --- Position: 286 +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 14821951309.889946 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '202222-1-0' +--- Duplicate 0 in the list of duplicate, And at position 185 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 15170478249.32681 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 286 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 14821951309.889946 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 185 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 15170478249.32681 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- + --- Checking value [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0]] + --- Answer : configuration is present, have it been processed? 28 + --- Checking value [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222222-1-0 is present in X at positions [75, 290] + --- Position: 75 +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- + --- Position: 290 +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 16239592451.187845 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222222-1-0' +--- Duplicate 0 in the list of duplicate, And at position 75 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 290 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 16239592451.187845 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 75 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- + --- Checking value [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222222-0-2 is present in X at positions [148, 296] + --- Position: 148 +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15111309908.788132 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- + --- Position: 296 +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15203575881.047222 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222222-0-2' +--- Duplicate 0 in the list of duplicate, And at position 296 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15203575881.047222 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 148 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15111309908.788132 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 296 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15203575881.047222 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 330333-2-2 is present in X at positions [30, 308] + --- Position: 30 +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- + --- Position: 308 +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15099786942.006248 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '330333-2-2' +--- Duplicate 0 in the list of duplicate, And at position 30 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 308 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15099786942.006248 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 30 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333333-0-0 is present in X at positions [248, 311] + --- Position: 248 +-------------- + --- Configuration: 333333-0-0 + --- Energy efficiency: 17276238156.558975 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- + --- Position: 311 +-------------- + --- Configuration: 333333-0-0 + --- Energy efficiency: 12421881890.262611 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '333333-0-0' +--- Duplicate 0 in the list of duplicate, And at position 311 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Energy efficiency: 12421881890.262611 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 248 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Energy efficiency: 17276238156.558975 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 311 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Energy efficiency: 12421881890.262611 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- + --- Checking value [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222022-0-0 is present in X at positions [161, 314] + --- Position: 161 +-------------- + --- Configuration: 222022-0-0 + --- Energy efficiency: 12295616121.028208 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- + --- Position: 314 +-------------- + --- Configuration: 222022-0-0 + --- Energy efficiency: 12210772587.792402 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222022-0-0' +--- Duplicate 0 in the list of duplicate, And at position 314 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Energy efficiency: 12210772587.792402 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 161 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Energy efficiency: 12295616121.028208 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 314 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Energy efficiency: 12210772587.792402 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- + --- Checking value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222202-2-1 is present in X at positions [100, 321] + --- Position: 100 +-------------- + --- Configuration: 222202-2-1 + --- Energy efficiency: 16215287124.089106 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- + --- Position: 321 +-------------- + --- Configuration: 222202-2-1 + --- Energy efficiency: 16284841418.21427 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222202-2-1' +--- Duplicate 0 in the list of duplicate, And at position 100 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Energy efficiency: 16215287124.089106 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 321 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Energy efficiency: 16284841418.21427 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 100 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Energy efficiency: 16215287124.089106 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- + --- Checking value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0]] + --- Answer : configuration is present, have it been processed? 5 + --- Checking value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0]] + --- Answer : configuration is present, have it been processed? 11 + --- Checking value [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 022220-2-2 is present in X at positions [301, 355] + --- Position: 301 +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- + --- Position: 355 +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 13985779259.648788 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '022220-2-2' +--- Duplicate 0 in the list of duplicate, And at position 301 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 355 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 13985779259.648788 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 301 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- + --- Checking value [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111010-2-0 is present in X at positions [17, 362] + --- Position: 17 +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- + --- Position: 362 +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 12917092930.73338 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '111010-2-0' +--- Duplicate 0 in the list of duplicate, And at position 17 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 362 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 12917092930.73338 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 17 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- + --- Checking value [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 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1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 202220-3-0 is present in X at positions [213, 377] + --- Position: 213 +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 12080227204.913269 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- + --- Position: 377 +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 11749390206.648275 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '202220-3-0' +--- Duplicate 0 in the list of duplicate, And at position 377 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 11749390206.648275 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 213 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 12080227204.913269 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 377 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 11749390206.648275 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- + --- Checking value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], 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1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 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1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 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0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 220222-3-2 is present in X at positions [196, 382] + --- Position: 196 +-------------- + --- Configuration: 220222-3-2 + --- Energy efficiency: 14792899408.284023 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- + --- Position: 382 +-------------- + --- Configuration: 220222-3-2 + --- Energy efficiency: 14772139744.44198 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '220222-3-2' +--- Duplicate 0 in the list of duplicate, And at position 382 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Energy efficiency: 14772139744.44198 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 196 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Energy efficiency: 14792899408.284023 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 382 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Energy efficiency: 14772139744.44198 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- + --- Checking value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 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0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222222-1-3 is present in X at positions [261, 384, 402] + --- Position: 261 +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- + --- Position: 384 +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14914131885.668266 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- + --- Position: 402 +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14522366622.954342 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '222222-1-3' +--- Duplicate 0 in the list of duplicate, And at position 402 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14522366622.954342 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 384 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14914131885.668266 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 261 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 402 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14522366622.954342 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111011-2-3 is present in X at positions [45, 394] + --- Position: 45 +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14334040479.330315 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- + --- Position: 394 +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14236800706.145315 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '111011-2-3' +--- Duplicate 0 in the list of duplicate, And at position 394 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14236800706.145315 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 45 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14334040479.330315 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 394 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14236800706.145315 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 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2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333333-1-3 is present in X at positions [89, 395] + --- Position: 89 +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14522261174.153862 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- + --- Position: 395 +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '333333-1-3' +--- Duplicate 0 in the list of duplicate, And at position 89 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14522261174.153862 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 395 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 89 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14522261174.153862 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- + --- Checking value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 222222-0-1 is present in X at positions [108, 397] + --- Position: 108 +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- + --- Position: 397 +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15673416162.11328 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '222222-0-1' +--- Duplicate 0 in the list of duplicate, And at position 108 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 397 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15673416162.11328 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 108 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 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1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111111-1-1 is present in X at positions [270, 398] + --- Position: 270 +-------------- + --- Configuration: 111111-1-1 + --- Energy efficiency: 16077609838.211012 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- + --- Position: 398 +-------------- + --- Configuration: 111111-1-1 + --- Energy efficiency: 15929324771.852247 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '111111-1-1' +--- Duplicate 0 in the list of duplicate, And at position 398 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Energy efficiency: 15929324771.852247 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 270 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Energy efficiency: 16077609838.211012 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 398 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Energy efficiency: 15929324771.852247 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- + --- Checking value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0]] + --- Answer : configuration is present, have it been processed? 41 + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333333-1-1 is present in X at positions [85, 403] + --- Position: 85 +-------------- + --- Configuration: 333333-1-1 + --- Energy efficiency: 15052941194.179932 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- + --- Position: 403 +-------------- + --- Configuration: 333333-1-1 + --- Energy efficiency: 16695549968.1115 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '333333-1-1' +--- Duplicate 0 in the list of duplicate, And at position 85 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Energy efficiency: 15052941194.179932 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 403 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Energy efficiency: 16695549968.1115 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +-------------- +--- 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: 333333-1-1 + --- Energy efficiency: 15052941194.179932 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- + --- Checking value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 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1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 111110-2-0 is present in X at positions [276, 408] + --- Position: 276 +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13786295870.452936 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- + --- Position: 408 +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13526400151.49568 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 2 duplicates of '111110-2-0' +--- Duplicate 0 in the list of duplicate, And at position 408 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13526400151.49568 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 276 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13786295870.452936 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 408 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13526400151.49568 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- + --- Checking value [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 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3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 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1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0], [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0], [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0], [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0], [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0], [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0], [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0], [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0], [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0], [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0], [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0], [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0], [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0], [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0], [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0], [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1