mnisyif/semantics
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions

Initial commit

Browse source
This commit is contained in:
Murtadha 2024-09-26 17:23:23 -04:00
commit 1995df58ce
21 changed files with 6708 additions and 0 deletions
Download patch file Download diff file Expand all files Collapse all files

401
results/bt_1h128n_ReLU_results.csv Normal file
View file

@ -0,0 +1,401 @@
training_accuracy,validation_accuracy,training_loss,validation_loss,test_accuracy,test_loss
0.038811188811188814,0.019580419580419582,6.393057707616091,4.424285425524005,0.005,11.902604900906708
0.061888111888111885,0.07132867132867132,3.9845982330615697,3.9789311938961127,,
0.16783216783216784,0.16783216783216784,3.7523821576223106,3.73892906486598,,
0.20104895104895104,0.2111888111888112,3.547375963126129,3.5325973891094073,,
0.21573426573426574,0.24335664335664337,3.3889472691926317,3.3784455129417115,,
0.23986013986013985,0.27412587412587414,3.2452346036953097,3.2397597229873654,,
0.2765734265734266,0.3062937062937063,3.105799184604157,3.105523916826381,,
0.30524475524475525,0.3202797202797203,2.974008278291045,2.9807005713549932,,
0.32342657342657344,0.3412587412587413,2.851272600241783,2.8633433589565733,,
0.34440559440559443,0.35664335664335667,2.734853740721626,2.7516118580217057,,
0.3632867132867133,0.36643356643356645,2.621368308580227,2.6435472302556806,,
0.38006993006993006,0.38181818181818183,2.509419887826101,2.539612409717918,,
0.3996503496503496,0.3986013986013986,2.403726365402373,2.4406362731369544,,
0.42202797202797204,0.413986013986014,2.308426181453028,2.3469294625743102,,
0.436013986013986,0.42377622377622376,2.2211191866913147,2.2605116663938296,,
0.4486013986013986,0.43776223776223777,2.1401110491667907,2.1821801077271625,,
0.46678321678321677,0.46293706293706294,2.064477867947346,2.1105243264683984,,
0.48391608391608393,0.4727272727272727,1.994366376479573,2.0460212523098784,,
0.4972027972027972,0.4783216783216783,1.929564498384421,1.9876044250342433,,
0.5087412587412588,0.4881118881118881,1.8693292144897695,1.9341425261979983,,
0.5241258741258741,0.49230769230769234,1.8139224030421812,1.8846863061732506,,
0.5405594405594406,0.5048951048951049,1.7622262223437983,1.83837352939355,,
0.5534965034965035,0.5188811188811189,1.714016525703335,1.7954754044442,,
0.563986013986014,0.5328671328671328,1.6687527498049022,1.7546248297241294,,
0.5723776223776224,0.5482517482517483,1.6258644869700987,1.7157204875655092,,
0.5842657342657342,0.5566433566433566,1.5853954338793133,1.6793711405187335,,
0.5947552447552448,0.5706293706293706,1.5469014110749013,1.644938588911164,,
0.6055944055944056,0.5818181818181818,1.5102016832585097,1.6123021607656616,,
0.6174825174825175,0.5888111888111888,1.4753172002652277,1.581162917786896,,
0.6342657342657343,0.6013986013986014,1.4426747107366018,1.5524952879150062,,
0.6234265734265734,0.6,1.437213750108359,1.5687059299238513,,
0.5961538461538461,0.5678321678321678,1.4814467405677567,1.622348542065846,,
0.6223776223776224,0.6027972027972028,1.416683287828632,1.5488620058290425,,
0.6384615384615384,0.6125874125874126,1.3745146293628525,1.5070317252590513,,
0.6493006993006993,0.6265734265734266,1.3423865754262512,1.4766873403236087,,
0.6580419580419581,0.6335664335664336,1.315826644295191,1.4525128796359559,,
0.6636363636363637,0.6391608391608392,1.2918495064750344,1.430728196927532,,
0.6713286713286714,0.6475524475524476,1.2673976692943372,1.4078775136297337,,
0.6786713286713286,0.6531468531468532,1.2440141031244953,1.3860083679370314,,
0.6828671328671329,0.6531468531468532,1.2225187419435568,1.3664157247318005,,
0.6895104895104895,0.6671328671328671,1.199199180426684,1.3446421905043267,,
0.6923076923076923,0.6741258741258741,1.1776850306235038,1.324060313273129,,
0.6975524475524476,0.6783216783216783,1.157110950827814,1.3045481230790203,,
0.7062937062937062,0.6839160839160839,1.1368607348756332,1.2847942378546264,,
0.7118881118881119,0.6937062937062937,1.1165596106772973,1.2646542083734644,,
0.7185314685314685,0.7034965034965035,1.0962060621974061,1.244319672831613,,
0.7251748251748251,0.7118881118881119,1.0775863118246656,1.2259321395759932,,
0.7307692307692307,0.7160839160839161,1.060454814393957,1.2089018768858784,,
0.7346153846153847,0.7258741258741259,1.0439702047034873,1.1925118787450188,,
0.7384615384615385,0.73006993006993,1.0279636945114625,1.1765035855084014,,
0.7426573426573426,0.737062937062937,1.011891048956524,1.1603082123734547,,
0.7468531468531469,0.7384615384615385,0.9965589565541074,1.1447441459099315,,
0.7520979020979021,0.7412587412587412,0.9812919885739722,1.1291320261250148,,
0.7580419580419581,0.7496503496503496,0.966097016893109,1.1136842983266404,,
0.7618881118881119,0.7538461538461538,0.9513886433919149,1.0986762135598267,,
0.765034965034965,0.7552447552447552,0.9375878985390935,1.0847650421521045,,
0.7692307692307693,0.7566433566433567,0.9250631304970762,1.0725547354217941,,
0.772027972027972,0.7636363636363637,0.9132519618891549,1.0609879143115475,,
0.7762237762237763,0.7636363636363637,0.9015459602772413,1.0493720753096798,,
0.7772727272727272,0.7678321678321678,0.8892439639360892,1.037002738019266,,
0.7828671328671328,0.7706293706293706,0.8774895355842973,1.0253320508717176,,
0.7863636363636364,0.7706293706293706,0.8658329626409835,1.01362667276598,,
0.7916083916083916,0.7734265734265734,0.8546794043173643,1.0025531835413701,,
0.7933566433566434,0.7734265734265734,0.8438615748964038,0.9917907963972437,,
0.7965034965034965,0.7762237762237763,0.8333783921238097,0.9815615944170573,,
0.7986013986013986,0.7776223776223776,0.8233494606617316,0.9718676470084168,,
0.8,0.7776223776223776,0.8142087045062824,0.9631735404108931,,
0.8024475524475524,0.779020979020979,0.8055572904920124,0.9550423453653094,,
0.8038461538461539,0.7804195804195804,0.7974506602416759,0.9476143891485486,,
0.8076923076923077,0.7832167832167832,0.7891565843722607,0.9398005770691026,,
0.8097902097902098,0.786013986013986,0.7811394184752668,0.932329095369298,,
0.8122377622377622,0.786013986013986,0.7734192190307038,0.9252579017858467,,
0.8129370629370629,0.7846153846153846,0.7663496217726583,0.9189669756880081,,
0.8160839160839161,0.7846153846153846,0.7590579658322949,0.9122104559348019,,
0.8171328671328671,0.786013986013986,0.7519676036295828,0.9056122843196367,,
0.8195804195804196,0.7874125874125875,0.7448404774072959,0.8989313070461413,,
0.8213286713286714,0.7888111888111888,0.7376309962277134,0.8920762316789772,,
0.8223776223776224,0.7902097902097902,0.7303351495565,0.8850566077378048,,
0.8227272727272728,0.7944055944055944,0.7231511121436227,0.8781260192540412,,
0.8248251748251748,0.7958041958041958,0.7161559885896078,0.8714681573836499,,
0.8276223776223777,0.7986013986013986,0.7094243600002218,0.8651138719138035,,
0.8304195804195804,0.7986013986013986,0.7029206627905166,0.8590038894788389,,
0.8325174825174825,0.8041958041958042,0.696580610664915,0.8530319481772916,,
0.8332167832167832,0.8055944055944056,0.6904835856070884,0.8473692501964367,,
0.8356643356643356,0.8055944055944056,0.6845144739985044,0.84183413033758,,
0.8367132867132867,0.8083916083916084,0.6787705799214523,0.8366698561563649,,
0.8395104895104896,0.8111888111888111,0.673056791191927,0.8315509266005122,,
0.8398601398601399,0.8153846153846154,0.6674282584926006,0.8265499888803137,,
0.8402097902097903,0.8167832167832167,0.6619811367504673,0.8216820574951014,,
0.8405594405594405,0.8181818181818182,0.6566156743804398,0.8168627874070057,,
0.8419580419580419,0.8195804195804196,0.6513404906007424,0.8121313969550531,,
0.8426573426573427,0.8195804195804196,0.6461879832824878,0.8075395974525217,,
0.843006993006993,0.820979020979021,0.6411945668461844,0.8030902823578719,,
0.8444055944055944,0.820979020979021,0.6363466944943622,0.798806941469012,,
0.8444055944055944,0.8223776223776224,0.6315867126586852,0.794634247701298,,
0.8454545454545455,0.8223776223776224,0.6269059404511083,0.7905163497781146,,
0.8486013986013986,0.8237762237762237,0.6223473530856064,0.7865190153571869,,
0.8506993006993007,0.8265734265734266,0.6178500346577955,0.7825200702889235,,
0.8527972027972028,0.8293706293706293,0.6134392565077933,0.7786267436350723,,
0.8534965034965035,0.8321678321678322,0.6091360668539197,0.7748232650743433,,
0.8545454545454545,0.8335664335664336,0.6049043301108064,0.7711060437287951,,
0.8555944055944056,0.8335664335664336,0.6007900290441675,0.7675295154191503,,
0.855944055944056,0.8349650349650349,0.5967736590078688,0.7640587461411142,,
0.8566433566433567,0.8349650349650349,0.5928488577155713,0.7607200279498646,,
0.856993006993007,0.8349650349650349,0.5889981768421532,0.7575087581495752,,
0.8573426573426574,0.8363636363636363,0.5852159828739676,0.7542851054170967,,
0.8576923076923076,0.8363636363636363,0.5814956022369508,0.7511261697263104,,
0.8590909090909091,0.8377622377622378,0.5778345564281717,0.7480160383795313,,
0.8597902097902098,0.8377622377622378,0.5742345980334811,0.7449932545258477,,
0.8604895104895105,0.8377622377622378,0.5707001226043489,0.7420538727286314,,
0.8604895104895105,0.8377622377622378,0.5672242119522065,0.7391782783320443,,
0.8611888111888112,0.8377622377622378,0.5638013759074683,0.7363752661699542,,
0.8622377622377623,0.8377622377622378,0.5604299662675772,0.733604275237464,,
0.8625874125874126,0.8391608391608392,0.5571142482263086,0.730894022004846,,
0.8625874125874126,0.8391608391608392,0.553849399115484,0.728285085741934,,
0.8639860139860139,0.8391608391608392,0.5506392245832176,0.7256658911191665,,
0.8646853146853147,0.8405594405594405,0.5474755631501967,0.7231211968216628,,
0.8646853146853147,0.8405594405594405,0.5443572500952057,0.7206277604669946,,
0.8653846153846154,0.8405594405594405,0.5412845002956146,0.7181690102994878,,
0.8657342657342657,0.8419580419580419,0.5382548130615198,0.7157418499673489,,
0.8664335664335664,0.8433566433566434,0.5352669309251715,0.7133577600077438,,
0.8685314685314686,0.8447552447552448,0.5323167199800389,0.7109988416866246,,
0.8692307692307693,0.8461538461538461,0.5294013825862169,0.7086920098789949,,
0.8699300699300699,0.8475524475524475,0.5265268388557007,0.7064247287167126,,
0.8702797202797202,0.8475524475524475,0.5236924884166508,0.7041684412943551,,
0.8716783216783217,0.8475524475524475,0.520896140989342,0.7019681432505747,,
0.8723776223776224,0.8475524475524475,0.518135288154923,0.6998087590791549,,
0.8730769230769231,0.8475524475524475,0.5154073462119959,0.697645904530215,,
0.8734265734265734,0.848951048951049,0.5127118227655683,0.6955359460654298,,
0.8741258741258742,0.848951048951049,0.5100503673283945,0.693450345407703,,
0.8744755244755245,0.848951048951049,0.5074169591655656,0.6914004053415536,,
0.8755244755244755,0.8517482517482518,0.5048139070950527,0.6893822908073006,,
0.8758741258741258,0.8503496503496504,0.5022388203367849,0.6874237647178243,,
0.8765734265734266,0.8503496503496504,0.4996961723903023,0.6854394899477907,,
0.8765734265734266,0.8503496503496504,0.4971854634381349,0.68352695343613,,
0.877972027972028,0.8503496503496504,0.49470493715832464,0.6816194363882497,,
0.8786713286713287,0.8503496503496504,0.4922539434752675,0.6797341153065294,,
0.879020979020979,0.8517482517482518,0.4898315704029924,0.6778677859835772,,
0.8800699300699301,0.8517482517482518,0.4874376335899764,0.676024636628574,,
0.8807692307692307,0.8517482517482518,0.48507227721831425,0.6742008994352066,,
0.8807692307692307,0.8517482517482518,0.4827295363648105,0.6724167602449469,,
0.8818181818181818,0.8517482517482518,0.48041554606960396,0.6706431109694873,,
0.8825174825174825,0.8531468531468531,0.47812807566959203,0.6688950412303597,,
0.8828671328671329,0.8531468531468531,0.47586494112641514,0.6671813634884427,,
0.8828671328671329,0.8531468531468531,0.47362707061352943,0.6654690120247269,,
0.8832167832167832,0.8531468531468531,0.47141449691046233,0.6637974796216513,,
0.8835664335664336,0.8517482517482518,0.46922742141935825,0.6621791645478712,,
0.8839160839160839,0.8531468531468531,0.4670554085026014,0.6605096170197975,,
0.8853146853146853,0.8531468531468531,0.4649079287597316,0.6588856698181031,,
0.8860139860139861,0.8545454545454545,0.4627844019115648,0.6573029446271528,,
0.8863636363636364,0.8545454545454545,0.4606837656533336,0.6557227610427312,,
0.8867132867132868,0.8545454545454545,0.4586044737529252,0.6541503632788631,,
0.8874125874125874,0.855944055944056,0.4565457056153967,0.6526087081756855,,
0.8874125874125874,0.855944055944056,0.45450031437603217,0.6511156807157686,,
0.8881118881118881,0.8573426573426574,0.452469631223566,0.6496579647015781,,
0.8881118881118881,0.8573426573426574,0.45043736119726824,0.6481775940109681,,
0.8884615384615384,0.855944055944056,0.44842718903608775,0.6467032517142088,,
0.8888111888111888,0.8545454545454545,0.4464307357485297,0.6452403676155243,,
0.8895104895104895,0.8545454545454545,0.4444547818783156,0.6438218038608309,,
0.8895104895104895,0.8545454545454545,0.4424953376969365,0.6423810112788174,,
0.8895104895104895,0.8545454545454545,0.44055643028671193,0.6409952419489282,,
0.8909090909090909,0.8545454545454545,0.43863776812521277,0.6396045339447246,,
0.8916083916083916,0.855944055944056,0.43673839282594384,0.6382439837401861,,
0.8923076923076924,0.855944055944056,0.4348567633176291,0.6368913686968546,,
0.8926573426573426,0.855944055944056,0.4329933826878536,0.6355552678264379,,
0.8933566433566433,0.855944055944056,0.43114814780487865,0.6342286874365796,,
0.8937062937062937,0.855944055944056,0.42932036775475707,0.6329448679387268,,
0.8937062937062937,0.855944055944056,0.4275090771066927,0.6316505883129272,,
0.8944055944055944,0.855944055944056,0.42571281405848455,0.6303612498500293,,
0.8944055944055944,0.855944055944056,0.4239325735285791,0.6290800531887386,,
0.8944055944055944,0.855944055944056,0.42216648298555526,0.6278178449316542,,
0.8951048951048951,0.855944055944056,0.4204148081434475,0.6265670036792441,,
0.8951048951048951,0.855944055944056,0.4186784305858992,0.625335890551962,,
0.8958041958041958,0.855944055944056,0.4169577559985044,0.6241198412982444,,
0.8968531468531469,0.855944055944056,0.41525346412907493,0.62291000404537,,
0.8968531468531469,0.855944055944056,0.41356243263670045,0.6217139501631839,,
0.8968531468531469,0.855944055944056,0.41188512504531605,0.6205233751222432,,
0.8989510489510489,0.855944055944056,0.4102159602499308,0.6193594557306982,,
0.8993006993006993,0.8573426573426574,0.4085575168400502,0.6181767234483239,,
0.9,0.8573426573426574,0.406898091460201,0.6170434103665362,,
0.9,0.8573426573426574,0.4052500427150192,0.6158886398513813,,
0.901048951048951,0.8573426573426574,0.4036157452162119,0.6147516539846416,,
0.901048951048951,0.8587412587412587,0.4019939478652895,0.6136297287817403,,
0.9013986013986014,0.8587412587412587,0.400385182512734,0.6125080100137715,,
0.9020979020979021,0.8587412587412587,0.39879080421913493,0.6114125972892116,,
0.9020979020979021,0.8601398601398601,0.39720657925460967,0.6103201241308411,,
0.9024475524475525,0.8601398601398601,0.39563412527779157,0.6092339273235348,,
0.9031468531468532,0.8601398601398601,0.3940736903916854,0.6081884836850824,,
0.9034965034965035,0.8615384615384616,0.39252519715472944,0.6071068279271707,,
0.9038461538461539,0.8615384615384616,0.3909877153192137,0.6060480518254954,,
0.9038461538461539,0.862937062937063,0.3894634719418215,0.6049849581883495,,
0.9041958041958041,0.862937062937063,0.38795354075106675,0.6039482257486838,,
0.9041958041958041,0.862937062937063,0.38645505410023534,0.6029205510591219,,
0.9045454545454545,0.862937062937063,0.38496941086665315,0.6018983393577093,,
0.9055944055944056,0.8615384615384616,0.38349550107534575,0.600883117240084,,
0.9059440559440559,0.8601398601398601,0.38203256190047524,0.5998768645013188,,
0.9062937062937063,0.8615384615384616,0.38058017939908584,0.5988757069951127,,
0.906993006993007,0.8615384615384616,0.3791385133872387,0.5978921137623348,,
0.9073426573426573,0.8615384615384616,0.3777074628405843,0.5969167016464789,,
0.9083916083916084,0.8615384615384616,0.3762867127398134,0.5959361915832547,,
0.9087412587412588,0.8615384615384616,0.3748756581619316,0.5949720305783379,,
0.9094405594405595,0.8615384615384616,0.3734750051104741,0.5940171252536561,,
0.9097902097902097,0.8615384615384616,0.3720843518557027,0.5930810535764094,,
0.9101398601398601,0.8615384615384616,0.37070386923285203,0.5921452489906264,,
0.9104895104895104,0.8615384615384616,0.36933285928928034,0.5912052891622114,,
0.9104895104895104,0.8615384615384616,0.36797075838619686,0.590285715917607,,
0.9108391608391608,0.8615384615384616,0.36661633242485114,0.589347585844113,,
0.9111888111888112,0.8615384615384616,0.365271276215104,0.5884337634993637,,
0.9108391608391608,0.8615384615384616,0.36393404164337123,0.5875374263164678,,
0.9115384615384615,0.862937062937063,0.36260413636138566,0.5866329908531599,,
0.9115384615384615,0.862937062937063,0.36128325362782066,0.5857386605438457,,
0.9118881118881119,0.8643356643356643,0.35997168402294116,0.5848474960011882,,
0.9118881118881119,0.8643356643356643,0.35866835402869146,0.5839650252794272,,
0.9122377622377622,0.862937062937063,0.3573746174438719,0.5830943423303864,,
0.9122377622377622,0.862937062937063,0.3560890381179709,0.5822084242682377,,
0.9125874125874126,0.8643356643356643,0.3548117107886054,0.5813361985195449,,
0.9125874125874126,0.8643356643356643,0.35354272001452897,0.5804842186173711,,
0.9132867132867133,0.8643356643356643,0.35228213118887847,0.5796388589302973,,
0.9129370629370629,0.8657342657342657,0.3510305015289124,0.5788000920701826,,
0.9132867132867133,0.8657342657342657,0.34978725447285536,0.5779639686260436,,
0.9136363636363637,0.8657342657342657,0.34855258242001275,0.5771436947701198,,
0.9136363636363637,0.8657342657342657,0.3473261962597384,0.5763246944431208,,
0.9143356643356644,0.8643356643356643,0.34610770499571075,0.5755039778456756,,
0.9150349650349651,0.8643356643356643,0.34489688928493745,0.5746902058065239,,
0.9157342657342658,0.8643356643356643,0.3436939449521259,0.5738845449246318,,
0.916083916083916,0.8643356643356643,0.34249707510223026,0.5730974997114726,,
0.9164335664335664,0.8643356643356643,0.341305080949274,0.5722956460471083,,
0.9171328671328671,0.8671328671328671,0.340120857750397,0.571499768418261,,
0.9178321678321678,0.8671328671328671,0.3389439123536763,0.5707209968219016,,
0.9181818181818182,0.8671328671328671,0.3377704311176365,0.5699469948963801,,
0.9188811188811189,0.8671328671328671,0.33660382953040846,0.5691842260043686,,
0.9192307692307692,0.8671328671328671,0.33544495271640934,0.5684083159088281,,
0.9195804195804196,0.8685314685314686,0.33429209162819556,0.5676390381742121,,
0.91993006993007,0.8699300699300699,0.33314775986454354,0.5668703391558941,,
0.9195804195804196,0.8699300699300699,0.33201067315866495,0.5661116138429493,,
0.9195804195804196,0.8699300699300699,0.33088039950817705,0.5653593877541289,,
0.91993006993007,0.8699300699300699,0.32975694782205633,0.5646051010858683,,
0.91993006993007,0.8713286713286713,0.32863735793766247,0.5638656014298777,,
0.91993006993007,0.8727272727272727,0.32752344806047284,0.5631235535873936,,
0.9206293706293707,0.8727272727272727,0.3264158062807729,0.5623914978511804,,
0.920979020979021,0.8741258741258742,0.32531426100992744,0.5616637767237913,,
0.920979020979021,0.8741258741258742,0.3242191435102792,0.5609416428156083,,
0.920979020979021,0.8741258741258742,0.3231307871136036,0.5602363302788812,,
0.9213286713286714,0.8741258741258742,0.32204859585828155,0.5595288798580862,,
0.9213286713286714,0.8741258741258742,0.3209712942832012,0.5588207801008908,,
0.9216783216783216,0.8741258741258742,0.3198989188756257,0.5581068866211645,,
0.922027972027972,0.8727272727272727,0.31883293871712914,0.5574146127510091,,
0.922027972027972,0.8727272727272727,0.31777292779615823,0.5567252239176785,,
0.922027972027972,0.8727272727272727,0.31671848501341315,0.5560573190550208,,
0.9223776223776223,0.8727272727272727,0.3156702465974988,0.555373204793962,,
0.9227272727272727,0.8727272727272727,0.31462780428052806,0.5547042586488047,,
0.9223776223776223,0.8727272727272727,0.3135902329012098,0.5540355287787795,,
0.9223776223776223,0.8727272727272727,0.3125581931275951,0.5533992035494814,,
0.9227272727272727,0.8727272727272727,0.31153089988401667,0.5527303815241956,,
0.9227272727272727,0.8727272727272727,0.31050873515141525,0.5520759277277298,,
0.9234265734265734,0.8713286713286713,0.3094926960568246,0.5514250585461603,,
0.9237762237762238,0.8713286713286713,0.3084825796180311,0.5507872209482763,,
0.9241258741258741,0.8713286713286713,0.307477723363289,0.5501267275276988,,
0.9251748251748252,0.8713286713286713,0.3064775953614192,0.5494841713621249,,
0.9251748251748252,0.8713286713286713,0.30548290981153753,0.5488512614475514,,
0.9255244755244755,0.8713286713286713,0.30449320772269234,0.548219854423086,,
0.9262237762237763,0.8713286713286713,0.30350798174280336,0.5476044036385928,,
0.9262237762237763,0.8713286713286713,0.3025281337224161,0.5469665261667487,,
0.9262237762237763,0.8713286713286713,0.3015454302007661,0.5463863912708424,,
0.926923076923077,0.8713286713286713,0.3005666440823029,0.5458018715681543,,
0.926923076923077,0.8713286713286713,0.29959446711445936,0.5451988139412536,,
0.9272727272727272,0.8713286713286713,0.2986271796296898,0.544641032465172,,
0.9272727272727272,0.8713286713286713,0.29766554567136755,0.5440459770152157,,
0.9279720279720279,0.8713286713286713,0.29670601108686867,0.5434399319144567,,
0.9279720279720279,0.8713286713286713,0.2957500274674958,0.5428167553063393,,
0.9283216783216783,0.8713286713286713,0.2947972592759179,0.5422030241280202,,
0.9283216783216783,0.8713286713286713,0.29384654004475,0.5415536360666485,,
0.9286713286713286,0.8713286713286713,0.29290217944483776,0.5409500887008593,,
0.929020979020979,0.8713286713286713,0.29196186414518716,0.5403387903773804,,
0.9300699300699301,0.8727272727272727,0.29102503554400694,0.5396835525871049,,
0.9300699300699301,0.8741258741258742,0.2900943090327005,0.5391033038791131,,
0.9304195804195804,0.8741258741258742,0.28916726103636153,0.5384695911425714,,
0.9307692307692308,0.8741258741258742,0.288245724077909,0.5378678107954935,,
0.9314685314685315,0.8741258741258742,0.2873306433322575,0.5373341737005595,,
0.9318181818181818,0.8755244755244755,0.28641889350956357,0.5367329810562751,,
0.9314685314685315,0.8755244755244755,0.2855126951331183,0.536187969524412,,
0.9318181818181818,0.8755244755244755,0.2846101960810131,0.535593149771985,,
0.9321678321678322,0.8755244755244755,0.2837133434626587,0.5350530863790872,,
0.9321678321678322,0.8755244755244755,0.2828202437448496,0.5344872873754231,,
0.9321678321678322,0.8755244755244755,0.2819315358910068,0.5339255270893254,,
0.9325174825174826,0.8755244755244755,0.28104614066211225,0.5333324544262709,,
0.9325174825174826,0.8755244755244755,0.28016619883738597,0.5327824765353293,,
0.9325174825174826,0.8755244755244755,0.27929024413352416,0.5322547062820385,,
0.9328671328671329,0.8755244755244755,0.2784176884436498,0.5316715182860199,,
0.9328671328671329,0.8755244755244755,0.27755005772841435,0.5311347230580158,,
0.9328671328671329,0.8755244755244755,0.27668635250210516,0.5306187137648718,,
0.9332167832167833,0.8755244755244755,0.27582629399259717,0.5300537833912206,,
0.9335664335664335,0.8755244755244755,0.2749699735961338,0.5295114368462083,,
0.9335664335664335,0.8755244755244755,0.27411847175831655,0.529013926114464,,
0.9335664335664335,0.8755244755244755,0.27327029526896596,0.5284588667604068,,
0.9335664335664335,0.8755244755244755,0.27242610074794715,0.5279334913956336,,
0.9339160839160839,0.8755244755244755,0.2715855110330222,0.5274096769613312,,
0.9342657342657342,0.8755244755244755,0.27074833895445777,0.5268795051360914,,
0.9349650349650349,0.8755244755244755,0.2699154083134741,0.5263652439287603,,
0.9353146853146853,0.8755244755244755,0.26908656543052495,0.5258601024137561,,
0.9356643356643357,0.8755244755244755,0.268261543417423,0.5253622020806207,,
0.9356643356643357,0.8755244755244755,0.2674404547722463,0.5248796019034135,,
0.9356643356643357,0.8755244755244755,0.2666220735310435,0.5243675326894884,,
0.936013986013986,0.8755244755244755,0.2658079064059659,0.523883199285919,,
0.9367132867132867,0.8755244755244755,0.26499831429151693,0.5234273170724312,,
0.9367132867132867,0.8755244755244755,0.2641911169588695,0.5229026826834856,,
0.9370629370629371,0.8755244755244755,0.2633881167749007,0.5224164187545928,,
0.9370629370629371,0.8755244755244755,0.2625903619321901,0.5219444242008332,,
0.9370629370629371,0.8769230769230769,0.2617960390867563,0.5214690488959348,,
0.9374125874125874,0.8769230769230769,0.2610033826365655,0.5209556929099863,,
0.9384615384615385,0.8783216783216783,0.2602151883813818,0.5205016592816051,,
0.9384615384615385,0.8783216783216783,0.2594290633327102,0.5200009602170742,,
0.9384615384615385,0.8783216783216783,0.2586479112751194,0.5195603986159505,,
0.9388111888111889,0.8783216783216783,0.2578692532430515,0.5190848403296827,,
0.9391608391608391,0.8783216783216783,0.2570942154297703,0.5186164255767688,,
0.9395104895104895,0.8783216783216783,0.25632218127652484,0.5181446318685636,,
0.9395104895104895,0.8783216783216783,0.25555364795386354,0.5176767704205878,,
0.9398601398601398,0.8783216783216783,0.2547883408940661,0.517203959168206,,
0.9402097902097902,0.8783216783216783,0.2540264087633706,0.5167361903054182,,
0.9409090909090909,0.8783216783216783,0.25326802066782006,0.5162900027488889,,
0.9409090909090909,0.8783216783216783,0.2525141043308968,0.5158659485242324,,
0.9409090909090909,0.8783216783216783,0.2517626291101916,0.515419492292404,,
0.9409090909090909,0.8783216783216783,0.25101217572749074,0.5149645329145646,,
0.9412587412587412,0.8783216783216783,0.25026634915699525,0.5145151260160205,,
0.9412587412587412,0.8783216783216783,0.24952531500485747,0.5141111703028366,,
0.9416083916083916,0.8783216783216783,0.24878437957180108,0.5136431536941855,,
0.941958041958042,0.8783216783216783,0.24804875559467976,0.5132385994981842,,
0.9423076923076923,0.8783216783216783,0.24731445054638088,0.5127814691061278,,
0.9426573426573427,0.8783216783216783,0.24658531452721807,0.5123881008677809,,
0.943006993006993,0.8783216783216783,0.24585810251741305,0.5119597289008176,,
0.9433566433566434,0.8783216783216783,0.2451341999281766,0.5115366916563869,,
0.9440559440559441,0.8797202797202798,0.2444124796187053,0.5111041373032766,,
0.9447552447552447,0.8797202797202798,0.24369459955805786,0.5106730159138082,,
0.9447552447552447,0.8797202797202798,0.24297979189321878,0.5102565738991465,,
0.9451048951048951,0.8797202797202798,0.24226752435360183,0.5098373039370909,,
0.9458041958041958,0.8797202797202798,0.241558463154129,0.5094272536930845,,
0.9458041958041958,0.8797202797202798,0.24085226989327252,0.5090241317776396,,
0.9461538461538461,0.8811188811188811,0.24014876117722161,0.5086057582250901,,
0.9472027972027972,0.8811188811188811,0.23944483213705842,0.5082245948653248,,
0.9479020979020979,0.8825174825174825,0.23874465192417485,0.5078361363388749,,
0.9482517482517483,0.8825174825174825,0.23804733417015583,0.5074346124518522,,
0.9486013986013986,0.8825174825174825,0.23735308316095222,0.5070237675889876,,
0.9486013986013986,0.8825174825174825,0.23666086982687237,0.5065915256695374,,
0.9486013986013986,0.8825174825174825,0.23597283645138092,0.5061958410568818,,
0.9493006993006993,0.8825174825174825,0.23528926206892659,0.5058451555464295,,
0.9493006993006993,0.8811188811188811,0.23460577710795597,0.5054123077380466,,
0.9493006993006993,0.8811188811188811,0.2339051689620153,0.5049346451337071,,
0.9503496503496504,0.8811188811188811,0.23320987015378572,0.5045207489661953,,
0.9503496503496504,0.8811188811188811,0.2325192591121786,0.5041074209020331,,
0.951048951048951,0.8811188811188811,0.2318326574139189,0.503704096666146,,
0.951048951048951,0.8811188811188811,0.23114910168633637,0.5033033796440842,,
0.951048951048951,0.8811188811188811,0.23046941488778458,0.5029076562542335,,
0.9513986013986014,0.8811188811188811,0.22979304226854033,0.5025141136631591,,
0.9517482517482517,0.8811188811188811,0.22911874913207683,0.5021271409973774,,
0.9517482517482517,0.8811188811188811,0.2284476762093357,0.5017415194880208,,
0.9520979020979021,0.8825174825174825,0.22777980768938585,0.501357511785521,,
0.9520979020979021,0.8811188811188811,0.22711457718670486,0.5009701892858283,,
0.9520979020979021,0.8811188811188811,0.2264520578004723,0.500591569316164,,
0.9527972027972028,0.8811188811188811,0.2257923308735793,0.5002115286513854,,
0.9527972027972028,0.8811188811188811,0.22513535170931148,0.4998388248436576,,
0.9534965034965035,0.8811188811188811,0.2244801643784773,0.49946456292572083,,
0.9538461538461539,0.8811188811188811,0.22382771806159313,0.49909291664112937,,
0.9538461538461539,0.8811188811188811,0.22317780975599977,0.49872109780279966,,
0.9538461538461539,0.8811188811188811,0.222530718084159,0.49835008327672053,,
0.9541958041958042,0.8825174825174825,0.22188625733287293,0.49798575564162734,,
0.9545454545454546,0.8811188811188811,0.22124480224148343,0.49762249203759085,,
0.9545454545454546,0.8811188811188811,0.22060575976549385,0.4972555860818327,,
0.9545454545454546,0.8825174825174825,0.21996934578415048,0.4968967948999989,,
0.9545454545454546,0.8825174825174825,0.219335796199205,0.49653188350606553,,
0.9545454545454546,0.8825174825174825,0.21870476075627662,0.4961795193318407,,
0.9545454545454546,0.8825174825174825,0.21807618845996243,0.4958205407324051,,
0.9545454545454546,0.8825174825174825,0.21745036383378033,0.49546419116270235,,
0.9545454545454546,0.8825174825174825,0.21682875302698007,0.49508659829221396,,
0.9545454545454546,0.8825174825174825,0.21620867951756872,0.49473479367147044,,
0.9545454545454546,0.8825174825174825,0.21558917285809176,0.4944048029036305,,
0.9545454545454546,0.8825174825174825,0.21497292796095102,0.4940688917086719,,
0.9548951048951049,0.8825174825174825,0.2143589095370103,0.4937266980665681,,
0.9548951048951049,0.8825174825174825,0.2137472961575646,0.49335317532756523,,
0.9552447552447553,0.8825174825174825,0.2131380096141815,0.49301012384241105,,
0.9552447552447553,0.8811188811188811,0.21251040125425807,0.49253933912041986,,
0.9555944055944056,0.8811188811188811,0.2118786487354526,0.4921451679790616,,
0.9555944055944056,0.8811188811188811,0.21125287567225542,0.4917602492857801,,
0.9552447552447553,0.8811188811188811,0.21063147819042174,0.49138574069176655,,
0.9552447552447553,0.8811188811188811,0.2100147713154583,0.491024461472506,,
0.9552447552447553,0.8811188811188811,0.20940178718499622,0.4906505796110533,,
0.9552447552447553,0.8811188811188811,0.2087907375536904,0.49029555905968614,,
0.955944055944056,0.8825174825174825,0.20818658874242277,0.48993115968003975,,
0.955944055944056,0.8825174825174825,0.20758326860040371,0.4895818410748453,,
0.955944055944056,0.8825174825174825,0.20698108041128366,0.48923237967908956,,
0.955944055944056,0.8825174825174825,0.20638500731874315,0.4888777133174856,,
0.955944055944056,0.8825174825174825,0.20579041667611342,0.4885208516157874,,
0.955944055944056,0.8825174825174825,0.20519719221659524,0.4881837717290209,,
0.9562937062937062,0.8825174825174825,0.20460762555237358,0.48783513146340163,,
0.9562937062937062,0.8825174825174825,0.20401783228554077,0.48750201435589013,,
0.9566433566433566,0.8825174825174825,0.203434238022485,0.4871461636950177,,
0.9566433566433566,0.8825174825174825,0.2028517055874286,0.48680227668835635,,
0.956993006993007,0.8825174825174825,0.20227101188606883,0.486467956625879,,
0.956993006993007,0.8825174825174825,0.20169035173258237,0.4861477884105082,,
0.9576923076923077,0.8839160839160839,0.20111560472671297,0.4858101489967659,,
0.9576923076923077,0.8853146853146853,0.2005416171599293,0.4854822204570802,,
1 training_accuracy validation_accuracy training_loss validation_loss test_accuracy test_loss
2 0.038811188811188814 0.019580419580419582 6.393057707616091 4.424285425524005 0.005 11.902604900906708
3 0.061888111888111885 0.07132867132867132 3.9845982330615697 3.9789311938961127
4 0.16783216783216784 0.16783216783216784 3.7523821576223106 3.73892906486598
5 0.20104895104895104 0.2111888111888112 3.547375963126129 3.5325973891094073
6 0.21573426573426574 0.24335664335664337 3.3889472691926317 3.3784455129417115
7 0.23986013986013985 0.27412587412587414 3.2452346036953097 3.2397597229873654
8 0.2765734265734266 0.3062937062937063 3.105799184604157 3.105523916826381
9 0.30524475524475525 0.3202797202797203 2.974008278291045 2.9807005713549932
10 0.32342657342657344 0.3412587412587413 2.851272600241783 2.8633433589565733
11 0.34440559440559443 0.35664335664335667 2.734853740721626 2.7516118580217057
12 0.3632867132867133 0.36643356643356645 2.621368308580227 2.6435472302556806
13 0.38006993006993006 0.38181818181818183 2.509419887826101 2.539612409717918
14 0.3996503496503496 0.3986013986013986 2.403726365402373 2.4406362731369544
15 0.42202797202797204 0.413986013986014 2.308426181453028 2.3469294625743102
16 0.436013986013986 0.42377622377622376 2.2211191866913147 2.2605116663938296
17 0.4486013986013986 0.43776223776223777 2.1401110491667907 2.1821801077271625
18 0.46678321678321677 0.46293706293706294 2.064477867947346 2.1105243264683984
19 0.48391608391608393 0.4727272727272727 1.994366376479573 2.0460212523098784
20 0.4972027972027972 0.4783216783216783 1.929564498384421 1.9876044250342433
21 0.5087412587412588 0.4881118881118881 1.8693292144897695 1.9341425261979983
22 0.5241258741258741 0.49230769230769234 1.8139224030421812 1.8846863061732506
23 0.5405594405594406 0.5048951048951049 1.7622262223437983 1.83837352939355
24 0.5534965034965035 0.5188811188811189 1.714016525703335 1.7954754044442
25 0.563986013986014 0.5328671328671328 1.6687527498049022 1.7546248297241294
26 0.5723776223776224 0.5482517482517483 1.6258644869700987 1.7157204875655092
27 0.5842657342657342 0.5566433566433566 1.5853954338793133 1.6793711405187335
28 0.5947552447552448 0.5706293706293706 1.5469014110749013 1.644938588911164
29 0.6055944055944056 0.5818181818181818 1.5102016832585097 1.6123021607656616
30 0.6174825174825175 0.5888111888111888 1.4753172002652277 1.581162917786896
31 0.6342657342657343 0.6013986013986014 1.4426747107366018 1.5524952879150062
32 0.6234265734265734 0.6 1.437213750108359 1.5687059299238513
33 0.5961538461538461 0.5678321678321678 1.4814467405677567 1.622348542065846
34 0.6223776223776224 0.6027972027972028 1.416683287828632 1.5488620058290425
35 0.6384615384615384 0.6125874125874126 1.3745146293628525 1.5070317252590513
36 0.6493006993006993 0.6265734265734266 1.3423865754262512 1.4766873403236087
37 0.6580419580419581 0.6335664335664336 1.315826644295191 1.4525128796359559
38 0.6636363636363637 0.6391608391608392 1.2918495064750344 1.430728196927532
39 0.6713286713286714 0.6475524475524476 1.2673976692943372 1.4078775136297337
40 0.6786713286713286 0.6531468531468532 1.2440141031244953 1.3860083679370314
41 0.6828671328671329 0.6531468531468532 1.2225187419435568 1.3664157247318005
42 0.6895104895104895 0.6671328671328671 1.199199180426684 1.3446421905043267
43 0.6923076923076923 0.6741258741258741 1.1776850306235038 1.324060313273129
44 0.6975524475524476 0.6783216783216783 1.157110950827814 1.3045481230790203
45 0.7062937062937062 0.6839160839160839 1.1368607348756332 1.2847942378546264
46 0.7118881118881119 0.6937062937062937 1.1165596106772973 1.2646542083734644
47 0.7185314685314685 0.7034965034965035 1.0962060621974061 1.244319672831613
48 0.7251748251748251 0.7118881118881119 1.0775863118246656 1.2259321395759932
49 0.7307692307692307 0.7160839160839161 1.060454814393957 1.2089018768858784
50 0.7346153846153847 0.7258741258741259 1.0439702047034873 1.1925118787450188
51 0.7384615384615385 0.73006993006993 1.0279636945114625 1.1765035855084014
52 0.7426573426573426 0.737062937062937 1.011891048956524 1.1603082123734547
53 0.7468531468531469 0.7384615384615385 0.9965589565541074 1.1447441459099315
54 0.7520979020979021 0.7412587412587412 0.9812919885739722 1.1291320261250148
55 0.7580419580419581 0.7496503496503496 0.966097016893109 1.1136842983266404
56 0.7618881118881119 0.7538461538461538 0.9513886433919149 1.0986762135598267
57 0.765034965034965 0.7552447552447552 0.9375878985390935 1.0847650421521045
58 0.7692307692307693 0.7566433566433567 0.9250631304970762 1.0725547354217941
59 0.772027972027972 0.7636363636363637 0.9132519618891549 1.0609879143115475
60 0.7762237762237763 0.7636363636363637 0.9015459602772413 1.0493720753096798
61 0.7772727272727272 0.7678321678321678 0.8892439639360892 1.037002738019266
62 0.7828671328671328 0.7706293706293706 0.8774895355842973 1.0253320508717176
63 0.7863636363636364 0.7706293706293706 0.8658329626409835 1.01362667276598
64 0.7916083916083916 0.7734265734265734 0.8546794043173643 1.0025531835413701
65 0.7933566433566434 0.7734265734265734 0.8438615748964038 0.9917907963972437
66 0.7965034965034965 0.7762237762237763 0.8333783921238097 0.9815615944170573
67 0.7986013986013986 0.7776223776223776 0.8233494606617316 0.9718676470084168
68 0.8 0.7776223776223776 0.8142087045062824 0.9631735404108931
69 0.8024475524475524 0.779020979020979 0.8055572904920124 0.9550423453653094
70 0.8038461538461539 0.7804195804195804 0.7974506602416759 0.9476143891485486
71 0.8076923076923077 0.7832167832167832 0.7891565843722607 0.9398005770691026
72 0.8097902097902098 0.786013986013986 0.7811394184752668 0.932329095369298
73 0.8122377622377622 0.786013986013986 0.7734192190307038 0.9252579017858467
74 0.8129370629370629 0.7846153846153846 0.7663496217726583 0.9189669756880081
75 0.8160839160839161 0.7846153846153846 0.7590579658322949 0.9122104559348019
76 0.8171328671328671 0.786013986013986 0.7519676036295828 0.9056122843196367
77 0.8195804195804196 0.7874125874125875 0.7448404774072959 0.8989313070461413
78 0.8213286713286714 0.7888111888111888 0.7376309962277134 0.8920762316789772
79 0.8223776223776224 0.7902097902097902 0.7303351495565 0.8850566077378048
80 0.8227272727272728 0.7944055944055944 0.7231511121436227 0.8781260192540412
81 0.8248251748251748 0.7958041958041958 0.7161559885896078 0.8714681573836499
82 0.8276223776223777 0.7986013986013986 0.7094243600002218 0.8651138719138035
83 0.8304195804195804 0.7986013986013986 0.7029206627905166 0.8590038894788389
84 0.8325174825174825 0.8041958041958042 0.696580610664915 0.8530319481772916
85 0.8332167832167832 0.8055944055944056 0.6904835856070884 0.8473692501964367
86 0.8356643356643356 0.8055944055944056 0.6845144739985044 0.84183413033758
87 0.8367132867132867 0.8083916083916084 0.6787705799214523 0.8366698561563649
88 0.8395104895104896 0.8111888111888111 0.673056791191927 0.8315509266005122
89 0.8398601398601399 0.8153846153846154 0.6674282584926006 0.8265499888803137
90 0.8402097902097903 0.8167832167832167 0.6619811367504673 0.8216820574951014
91 0.8405594405594405 0.8181818181818182 0.6566156743804398 0.8168627874070057
92 0.8419580419580419 0.8195804195804196 0.6513404906007424 0.8121313969550531
93 0.8426573426573427 0.8195804195804196 0.6461879832824878 0.8075395974525217
94 0.843006993006993 0.820979020979021 0.6411945668461844 0.8030902823578719
95 0.8444055944055944 0.820979020979021 0.6363466944943622 0.798806941469012
96 0.8444055944055944 0.8223776223776224 0.6315867126586852 0.794634247701298
97 0.8454545454545455 0.8223776223776224 0.6269059404511083 0.7905163497781146
98 0.8486013986013986 0.8237762237762237 0.6223473530856064 0.7865190153571869
99 0.8506993006993007 0.8265734265734266 0.6178500346577955 0.7825200702889235
100 0.8527972027972028 0.8293706293706293 0.6134392565077933 0.7786267436350723
101 0.8534965034965035 0.8321678321678322 0.6091360668539197 0.7748232650743433
102 0.8545454545454545 0.8335664335664336 0.6049043301108064 0.7711060437287951
103 0.8555944055944056 0.8335664335664336 0.6007900290441675 0.7675295154191503
104 0.855944055944056 0.8349650349650349 0.5967736590078688 0.7640587461411142
105 0.8566433566433567 0.8349650349650349 0.5928488577155713 0.7607200279498646
106 0.856993006993007 0.8349650349650349 0.5889981768421532 0.7575087581495752
107 0.8573426573426574 0.8363636363636363 0.5852159828739676 0.7542851054170967
108 0.8576923076923076 0.8363636363636363 0.5814956022369508 0.7511261697263104
109 0.8590909090909091 0.8377622377622378 0.5778345564281717 0.7480160383795313
110 0.8597902097902098 0.8377622377622378 0.5742345980334811 0.7449932545258477
111 0.8604895104895105 0.8377622377622378 0.5707001226043489 0.7420538727286314
112 0.8604895104895105 0.8377622377622378 0.5672242119522065 0.7391782783320443
113 0.8611888111888112 0.8377622377622378 0.5638013759074683 0.7363752661699542
114 0.8622377622377623 0.8377622377622378 0.5604299662675772 0.733604275237464
115 0.8625874125874126 0.8391608391608392 0.5571142482263086 0.730894022004846
116 0.8625874125874126 0.8391608391608392 0.553849399115484 0.728285085741934
117 0.8639860139860139 0.8391608391608392 0.5506392245832176 0.7256658911191665
118 0.8646853146853147 0.8405594405594405 0.5474755631501967 0.7231211968216628
119 0.8646853146853147 0.8405594405594405 0.5443572500952057 0.7206277604669946
120 0.8653846153846154 0.8405594405594405 0.5412845002956146 0.7181690102994878
121 0.8657342657342657 0.8419580419580419 0.5382548130615198 0.7157418499673489
122 0.8664335664335664 0.8433566433566434 0.5352669309251715 0.7133577600077438
123 0.8685314685314686 0.8447552447552448 0.5323167199800389 0.7109988416866246
124 0.8692307692307693 0.8461538461538461 0.5294013825862169 0.7086920098789949
125 0.8699300699300699 0.8475524475524475 0.5265268388557007 0.7064247287167126
126 0.8702797202797202 0.8475524475524475 0.5236924884166508 0.7041684412943551
127 0.8716783216783217 0.8475524475524475 0.520896140989342 0.7019681432505747
128 0.8723776223776224 0.8475524475524475 0.518135288154923 0.6998087590791549
129 0.8730769230769231 0.8475524475524475 0.5154073462119959 0.697645904530215
130 0.8734265734265734 0.848951048951049 0.5127118227655683 0.6955359460654298
131 0.8741258741258742 0.848951048951049 0.5100503673283945 0.693450345407703
132 0.8744755244755245 0.848951048951049 0.5074169591655656 0.6914004053415536
133 0.8755244755244755 0.8517482517482518 0.5048139070950527 0.6893822908073006
134 0.8758741258741258 0.8503496503496504 0.5022388203367849 0.6874237647178243
135 0.8765734265734266 0.8503496503496504 0.4996961723903023 0.6854394899477907
136 0.8765734265734266 0.8503496503496504 0.4971854634381349 0.68352695343613
137 0.877972027972028 0.8503496503496504 0.49470493715832464 0.6816194363882497
138 0.8786713286713287 0.8503496503496504 0.4922539434752675 0.6797341153065294
139 0.879020979020979 0.8517482517482518 0.4898315704029924 0.6778677859835772
140 0.8800699300699301 0.8517482517482518 0.4874376335899764 0.676024636628574
141 0.8807692307692307 0.8517482517482518 0.48507227721831425 0.6742008994352066
142 0.8807692307692307 0.8517482517482518 0.4827295363648105 0.6724167602449469
143 0.8818181818181818 0.8517482517482518 0.48041554606960396 0.6706431109694873
144 0.8825174825174825 0.8531468531468531 0.47812807566959203 0.6688950412303597
145 0.8828671328671329 0.8531468531468531 0.47586494112641514 0.6671813634884427
146 0.8828671328671329 0.8531468531468531 0.47362707061352943 0.6654690120247269
147 0.8832167832167832 0.8531468531468531 0.47141449691046233 0.6637974796216513
148 0.8835664335664336 0.8517482517482518 0.46922742141935825 0.6621791645478712
149 0.8839160839160839 0.8531468531468531 0.4670554085026014 0.6605096170197975
150 0.8853146853146853 0.8531468531468531 0.4649079287597316 0.6588856698181031
151 0.8860139860139861 0.8545454545454545 0.4627844019115648 0.6573029446271528
152 0.8863636363636364 0.8545454545454545 0.4606837656533336 0.6557227610427312
153 0.8867132867132868 0.8545454545454545 0.4586044737529252 0.6541503632788631
154 0.8874125874125874 0.855944055944056 0.4565457056153967 0.6526087081756855
155 0.8874125874125874 0.855944055944056 0.45450031437603217 0.6511156807157686
156 0.8881118881118881 0.8573426573426574 0.452469631223566 0.6496579647015781
157 0.8881118881118881 0.8573426573426574 0.45043736119726824 0.6481775940109681
158 0.8884615384615384 0.855944055944056 0.44842718903608775 0.6467032517142088
159 0.8888111888111888 0.8545454545454545 0.4464307357485297 0.6452403676155243
160 0.8895104895104895 0.8545454545454545 0.4444547818783156 0.6438218038608309
161 0.8895104895104895 0.8545454545454545 0.4424953376969365 0.6423810112788174
162 0.8895104895104895 0.8545454545454545 0.44055643028671193 0.6409952419489282
163 0.8909090909090909 0.8545454545454545 0.43863776812521277 0.6396045339447246
164 0.8916083916083916 0.855944055944056 0.43673839282594384 0.6382439837401861
165 0.8923076923076924 0.855944055944056 0.4348567633176291 0.6368913686968546
166 0.8926573426573426 0.855944055944056 0.4329933826878536 0.6355552678264379
167 0.8933566433566433 0.855944055944056 0.43114814780487865 0.6342286874365796
168 0.8937062937062937 0.855944055944056 0.42932036775475707 0.6329448679387268
169 0.8937062937062937 0.855944055944056 0.4275090771066927 0.6316505883129272
170 0.8944055944055944 0.855944055944056 0.42571281405848455 0.6303612498500293
171 0.8944055944055944 0.855944055944056 0.4239325735285791 0.6290800531887386
172 0.8944055944055944 0.855944055944056 0.42216648298555526 0.6278178449316542
173 0.8951048951048951 0.855944055944056 0.4204148081434475 0.6265670036792441
174 0.8951048951048951 0.855944055944056 0.4186784305858992 0.625335890551962
175 0.8958041958041958 0.855944055944056 0.4169577559985044 0.6241198412982444
176 0.8968531468531469 0.855944055944056 0.41525346412907493 0.62291000404537
177 0.8968531468531469 0.855944055944056 0.41356243263670045 0.6217139501631839
178 0.8968531468531469 0.855944055944056 0.41188512504531605 0.6205233751222432
179 0.8989510489510489 0.855944055944056 0.4102159602499308 0.6193594557306982
180 0.8993006993006993 0.8573426573426574 0.4085575168400502 0.6181767234483239
181 0.9 0.8573426573426574 0.406898091460201 0.6170434103665362
182 0.9 0.8573426573426574 0.4052500427150192 0.6158886398513813
183 0.901048951048951 0.8573426573426574 0.4036157452162119 0.6147516539846416
184 0.901048951048951 0.8587412587412587 0.4019939478652895 0.6136297287817403
185 0.9013986013986014 0.8587412587412587 0.400385182512734 0.6125080100137715
186 0.9020979020979021 0.8587412587412587 0.39879080421913493 0.6114125972892116
187 0.9020979020979021 0.8601398601398601 0.39720657925460967 0.6103201241308411
188 0.9024475524475525 0.8601398601398601 0.39563412527779157 0.6092339273235348
189 0.9031468531468532 0.8601398601398601 0.3940736903916854 0.6081884836850824
190 0.9034965034965035 0.8615384615384616 0.39252519715472944 0.6071068279271707
191 0.9038461538461539 0.8615384615384616 0.3909877153192137 0.6060480518254954
192 0.9038461538461539 0.862937062937063 0.3894634719418215 0.6049849581883495
193 0.9041958041958041 0.862937062937063 0.38795354075106675 0.6039482257486838
194 0.9041958041958041 0.862937062937063 0.38645505410023534 0.6029205510591219
195 0.9045454545454545 0.862937062937063 0.38496941086665315 0.6018983393577093
196 0.9055944055944056 0.8615384615384616 0.38349550107534575 0.600883117240084
197 0.9059440559440559 0.8601398601398601 0.38203256190047524 0.5998768645013188
198 0.9062937062937063 0.8615384615384616 0.38058017939908584 0.5988757069951127
199 0.906993006993007 0.8615384615384616 0.3791385133872387 0.5978921137623348
200 0.9073426573426573 0.8615384615384616 0.3777074628405843 0.5969167016464789
201 0.9083916083916084 0.8615384615384616 0.3762867127398134 0.5959361915832547
202 0.9087412587412588 0.8615384615384616 0.3748756581619316 0.5949720305783379
203 0.9094405594405595 0.8615384615384616 0.3734750051104741 0.5940171252536561
204 0.9097902097902097 0.8615384615384616 0.3720843518557027 0.5930810535764094
205 0.9101398601398601 0.8615384615384616 0.37070386923285203 0.5921452489906264
206 0.9104895104895104 0.8615384615384616 0.36933285928928034 0.5912052891622114
207 0.9104895104895104 0.8615384615384616 0.36797075838619686 0.590285715917607
208 0.9108391608391608 0.8615384615384616 0.36661633242485114 0.589347585844113
209 0.9111888111888112 0.8615384615384616 0.365271276215104 0.5884337634993637
210 0.9108391608391608 0.8615384615384616 0.36393404164337123 0.5875374263164678
211 0.9115384615384615 0.862937062937063 0.36260413636138566 0.5866329908531599
212 0.9115384615384615 0.862937062937063 0.36128325362782066 0.5857386605438457
213 0.9118881118881119 0.8643356643356643 0.35997168402294116 0.5848474960011882
214 0.9118881118881119 0.8643356643356643 0.35866835402869146 0.5839650252794272
215 0.9122377622377622 0.862937062937063 0.3573746174438719 0.5830943423303864
216 0.9122377622377622 0.862937062937063 0.3560890381179709 0.5822084242682377
217 0.9125874125874126 0.8643356643356643 0.3548117107886054 0.5813361985195449
218 0.9125874125874126 0.8643356643356643 0.35354272001452897 0.5804842186173711
219 0.9132867132867133 0.8643356643356643 0.35228213118887847 0.5796388589302973
220 0.9129370629370629 0.8657342657342657 0.3510305015289124 0.5788000920701826
221 0.9132867132867133 0.8657342657342657 0.34978725447285536 0.5779639686260436
222 0.9136363636363637 0.8657342657342657 0.34855258242001275 0.5771436947701198
223 0.9136363636363637 0.8657342657342657 0.3473261962597384 0.5763246944431208
224 0.9143356643356644 0.8643356643356643 0.34610770499571075 0.5755039778456756
225 0.9150349650349651 0.8643356643356643 0.34489688928493745 0.5746902058065239
226 0.9157342657342658 0.8643356643356643 0.3436939449521259 0.5738845449246318
227 0.916083916083916 0.8643356643356643 0.34249707510223026 0.5730974997114726
228 0.9164335664335664 0.8643356643356643 0.341305080949274 0.5722956460471083
229 0.9171328671328671 0.8671328671328671 0.340120857750397 0.571499768418261
230 0.9178321678321678 0.8671328671328671 0.3389439123536763 0.5707209968219016
231 0.9181818181818182 0.8671328671328671 0.3377704311176365 0.5699469948963801
232 0.9188811188811189 0.8671328671328671 0.33660382953040846 0.5691842260043686
233 0.9192307692307692 0.8671328671328671 0.33544495271640934 0.5684083159088281
234 0.9195804195804196 0.8685314685314686 0.33429209162819556 0.5676390381742121
235 0.91993006993007 0.8699300699300699 0.33314775986454354 0.5668703391558941
236 0.9195804195804196 0.8699300699300699 0.33201067315866495 0.5661116138429493
237 0.9195804195804196 0.8699300699300699 0.33088039950817705 0.5653593877541289
238 0.91993006993007 0.8699300699300699 0.32975694782205633 0.5646051010858683
239 0.91993006993007 0.8713286713286713 0.32863735793766247 0.5638656014298777
240 0.91993006993007 0.8727272727272727 0.32752344806047284 0.5631235535873936
241 0.9206293706293707 0.8727272727272727 0.3264158062807729 0.5623914978511804
242 0.920979020979021 0.8741258741258742 0.32531426100992744 0.5616637767237913
243 0.920979020979021 0.8741258741258742 0.3242191435102792 0.5609416428156083
244 0.920979020979021 0.8741258741258742 0.3231307871136036 0.5602363302788812
245 0.9213286713286714 0.8741258741258742 0.32204859585828155 0.5595288798580862
246 0.9213286713286714 0.8741258741258742 0.3209712942832012 0.5588207801008908
247 0.9216783216783216 0.8741258741258742 0.3198989188756257 0.5581068866211645
248 0.922027972027972 0.8727272727272727 0.31883293871712914 0.5574146127510091
249 0.922027972027972 0.8727272727272727 0.31777292779615823 0.5567252239176785
250 0.922027972027972 0.8727272727272727 0.31671848501341315 0.5560573190550208
251 0.9223776223776223 0.8727272727272727 0.3156702465974988 0.555373204793962
252 0.9227272727272727 0.8727272727272727 0.31462780428052806 0.5547042586488047
253 0.9223776223776223 0.8727272727272727 0.3135902329012098 0.5540355287787795
254 0.9223776223776223 0.8727272727272727 0.3125581931275951 0.5533992035494814
255 0.9227272727272727 0.8727272727272727 0.31153089988401667 0.5527303815241956
256 0.9227272727272727 0.8727272727272727 0.31050873515141525 0.5520759277277298
257 0.9234265734265734 0.8713286713286713 0.3094926960568246 0.5514250585461603
258 0.9237762237762238 0.8713286713286713 0.3084825796180311 0.5507872209482763
259 0.9241258741258741 0.8713286713286713 0.307477723363289 0.5501267275276988
260 0.9251748251748252 0.8713286713286713 0.3064775953614192 0.5494841713621249
261 0.9251748251748252 0.8713286713286713 0.30548290981153753 0.5488512614475514
262 0.9255244755244755 0.8713286713286713 0.30449320772269234 0.548219854423086
263 0.9262237762237763 0.8713286713286713 0.30350798174280336 0.5476044036385928
264 0.9262237762237763 0.8713286713286713 0.3025281337224161 0.5469665261667487
265 0.9262237762237763 0.8713286713286713 0.3015454302007661 0.5463863912708424
266 0.926923076923077 0.8713286713286713 0.3005666440823029 0.5458018715681543
267 0.926923076923077 0.8713286713286713 0.29959446711445936 0.5451988139412536
268 0.9272727272727272 0.8713286713286713 0.2986271796296898 0.544641032465172
269 0.9272727272727272 0.8713286713286713 0.29766554567136755 0.5440459770152157
270 0.9279720279720279 0.8713286713286713 0.29670601108686867 0.5434399319144567
271 0.9279720279720279 0.8713286713286713 0.2957500274674958 0.5428167553063393
272 0.9283216783216783 0.8713286713286713 0.2947972592759179 0.5422030241280202
273 0.9283216783216783 0.8713286713286713 0.29384654004475 0.5415536360666485
274 0.9286713286713286 0.8713286713286713 0.29290217944483776 0.5409500887008593
275 0.929020979020979 0.8713286713286713 0.29196186414518716 0.5403387903773804
276 0.9300699300699301 0.8727272727272727 0.29102503554400694 0.5396835525871049
277 0.9300699300699301 0.8741258741258742 0.2900943090327005 0.5391033038791131
278 0.9304195804195804 0.8741258741258742 0.28916726103636153 0.5384695911425714
279 0.9307692307692308 0.8741258741258742 0.288245724077909 0.5378678107954935
280 0.9314685314685315 0.8741258741258742 0.2873306433322575 0.5373341737005595
281 0.9318181818181818 0.8755244755244755 0.28641889350956357 0.5367329810562751
282 0.9314685314685315 0.8755244755244755 0.2855126951331183 0.536187969524412
283 0.9318181818181818 0.8755244755244755 0.2846101960810131 0.535593149771985
284 0.9321678321678322 0.8755244755244755 0.2837133434626587 0.5350530863790872
285 0.9321678321678322 0.8755244755244755 0.2828202437448496 0.5344872873754231
286 0.9321678321678322 0.8755244755244755 0.2819315358910068 0.5339255270893254
287 0.9325174825174826 0.8755244755244755 0.28104614066211225 0.5333324544262709
288 0.9325174825174826 0.8755244755244755 0.28016619883738597 0.5327824765353293
289 0.9325174825174826 0.8755244755244755 0.27929024413352416 0.5322547062820385
290 0.9328671328671329 0.8755244755244755 0.2784176884436498 0.5316715182860199
291 0.9328671328671329 0.8755244755244755 0.27755005772841435 0.5311347230580158
292 0.9328671328671329 0.8755244755244755 0.27668635250210516 0.5306187137648718
293 0.9332167832167833 0.8755244755244755 0.27582629399259717 0.5300537833912206
294 0.9335664335664335 0.8755244755244755 0.2749699735961338 0.5295114368462083
295 0.9335664335664335 0.8755244755244755 0.27411847175831655 0.529013926114464
296 0.9335664335664335 0.8755244755244755 0.27327029526896596 0.5284588667604068
297 0.9335664335664335 0.8755244755244755 0.27242610074794715 0.5279334913956336
298 0.9339160839160839 0.8755244755244755 0.2715855110330222 0.5274096769613312
299 0.9342657342657342 0.8755244755244755 0.27074833895445777 0.5268795051360914
300 0.9349650349650349 0.8755244755244755 0.2699154083134741 0.5263652439287603
301 0.9353146853146853 0.8755244755244755 0.26908656543052495 0.5258601024137561
302 0.9356643356643357 0.8755244755244755 0.268261543417423 0.5253622020806207
303 0.9356643356643357 0.8755244755244755 0.2674404547722463 0.5248796019034135
304 0.9356643356643357 0.8755244755244755 0.2666220735310435 0.5243675326894884
305 0.936013986013986 0.8755244755244755 0.2658079064059659 0.523883199285919
306 0.9367132867132867 0.8755244755244755 0.26499831429151693 0.5234273170724312
307 0.9367132867132867 0.8755244755244755 0.2641911169588695 0.5229026826834856
308 0.9370629370629371 0.8755244755244755 0.2633881167749007 0.5224164187545928
309 0.9370629370629371 0.8755244755244755 0.2625903619321901 0.5219444242008332
310 0.9370629370629371 0.8769230769230769 0.2617960390867563 0.5214690488959348
311 0.9374125874125874 0.8769230769230769 0.2610033826365655 0.5209556929099863
312 0.9384615384615385 0.8783216783216783 0.2602151883813818 0.5205016592816051
313 0.9384615384615385 0.8783216783216783 0.2594290633327102 0.5200009602170742
314 0.9384615384615385 0.8783216783216783 0.2586479112751194 0.5195603986159505
315 0.9388111888111889 0.8783216783216783 0.2578692532430515 0.5190848403296827
316 0.9391608391608391 0.8783216783216783 0.2570942154297703 0.5186164255767688
317 0.9395104895104895 0.8783216783216783 0.25632218127652484 0.5181446318685636
318 0.9395104895104895 0.8783216783216783 0.25555364795386354 0.5176767704205878
319 0.9398601398601398 0.8783216783216783 0.2547883408940661 0.517203959168206
320 0.9402097902097902 0.8783216783216783 0.2540264087633706 0.5167361903054182
321 0.9409090909090909 0.8783216783216783 0.25326802066782006 0.5162900027488889
322 0.9409090909090909 0.8783216783216783 0.2525141043308968 0.5158659485242324
323 0.9409090909090909 0.8783216783216783 0.2517626291101916 0.515419492292404
324 0.9409090909090909 0.8783216783216783 0.25101217572749074 0.5149645329145646
325 0.9412587412587412 0.8783216783216783 0.25026634915699525 0.5145151260160205
326 0.9412587412587412 0.8783216783216783 0.24952531500485747 0.5141111703028366
327 0.9416083916083916 0.8783216783216783 0.24878437957180108 0.5136431536941855
328 0.941958041958042 0.8783216783216783 0.24804875559467976 0.5132385994981842
329 0.9423076923076923 0.8783216783216783 0.24731445054638088 0.5127814691061278
330 0.9426573426573427 0.8783216783216783 0.24658531452721807 0.5123881008677809
331 0.943006993006993 0.8783216783216783 0.24585810251741305 0.5119597289008176
332 0.9433566433566434 0.8783216783216783 0.2451341999281766 0.5115366916563869
333 0.9440559440559441 0.8797202797202798 0.2444124796187053 0.5111041373032766
334 0.9447552447552447 0.8797202797202798 0.24369459955805786 0.5106730159138082
335 0.9447552447552447 0.8797202797202798 0.24297979189321878 0.5102565738991465
336 0.9451048951048951 0.8797202797202798 0.24226752435360183 0.5098373039370909
337 0.9458041958041958 0.8797202797202798 0.241558463154129 0.5094272536930845
338 0.9458041958041958 0.8797202797202798 0.24085226989327252 0.5090241317776396
339 0.9461538461538461 0.8811188811188811 0.24014876117722161 0.5086057582250901
340 0.9472027972027972 0.8811188811188811 0.23944483213705842 0.5082245948653248
341 0.9479020979020979 0.8825174825174825 0.23874465192417485 0.5078361363388749
342 0.9482517482517483 0.8825174825174825 0.23804733417015583 0.5074346124518522
343 0.9486013986013986 0.8825174825174825 0.23735308316095222 0.5070237675889876
344 0.9486013986013986 0.8825174825174825 0.23666086982687237 0.5065915256695374
345 0.9486013986013986 0.8825174825174825 0.23597283645138092 0.5061958410568818
346 0.9493006993006993 0.8825174825174825 0.23528926206892659 0.5058451555464295
347 0.9493006993006993 0.8811188811188811 0.23460577710795597 0.5054123077380466
348 0.9493006993006993 0.8811188811188811 0.2339051689620153 0.5049346451337071
349 0.9503496503496504 0.8811188811188811 0.23320987015378572 0.5045207489661953
350 0.9503496503496504 0.8811188811188811 0.2325192591121786 0.5041074209020331
351 0.951048951048951 0.8811188811188811 0.2318326574139189 0.503704096666146
352 0.951048951048951 0.8811188811188811 0.23114910168633637 0.5033033796440842
353 0.951048951048951 0.8811188811188811 0.23046941488778458 0.5029076562542335
354 0.9513986013986014 0.8811188811188811 0.22979304226854033 0.5025141136631591
355 0.9517482517482517 0.8811188811188811 0.22911874913207683 0.5021271409973774
356 0.9517482517482517 0.8811188811188811 0.2284476762093357 0.5017415194880208
357 0.9520979020979021 0.8825174825174825 0.22777980768938585 0.501357511785521
358 0.9520979020979021 0.8811188811188811 0.22711457718670486 0.5009701892858283
359 0.9520979020979021 0.8811188811188811 0.2264520578004723 0.500591569316164
360 0.9527972027972028 0.8811188811188811 0.2257923308735793 0.5002115286513854
361 0.9527972027972028 0.8811188811188811 0.22513535170931148 0.4998388248436576
362 0.9534965034965035 0.8811188811188811 0.2244801643784773 0.49946456292572083
363 0.9538461538461539 0.8811188811188811 0.22382771806159313 0.49909291664112937
364 0.9538461538461539 0.8811188811188811 0.22317780975599977 0.49872109780279966
365 0.9538461538461539 0.8811188811188811 0.222530718084159 0.49835008327672053
366 0.9541958041958042 0.8825174825174825 0.22188625733287293 0.49798575564162734
367 0.9545454545454546 0.8811188811188811 0.22124480224148343 0.49762249203759085
368 0.9545454545454546 0.8811188811188811 0.22060575976549385 0.4972555860818327
369 0.9545454545454546 0.8825174825174825 0.21996934578415048 0.4968967948999989
370 0.9545454545454546 0.8825174825174825 0.219335796199205 0.49653188350606553
371 0.9545454545454546 0.8825174825174825 0.21870476075627662 0.4961795193318407
372 0.9545454545454546 0.8825174825174825 0.21807618845996243 0.4958205407324051
373 0.9545454545454546 0.8825174825174825 0.21745036383378033 0.49546419116270235
374 0.9545454545454546 0.8825174825174825 0.21682875302698007 0.49508659829221396
375 0.9545454545454546 0.8825174825174825 0.21620867951756872 0.49473479367147044
376 0.9545454545454546 0.8825174825174825 0.21558917285809176 0.4944048029036305
377 0.9545454545454546 0.8825174825174825 0.21497292796095102 0.4940688917086719
378 0.9548951048951049 0.8825174825174825 0.2143589095370103 0.4937266980665681
379 0.9548951048951049 0.8825174825174825 0.2137472961575646 0.49335317532756523
380 0.9552447552447553 0.8825174825174825 0.2131380096141815 0.49301012384241105
381 0.9552447552447553 0.8811188811188811 0.21251040125425807 0.49253933912041986
382 0.9555944055944056 0.8811188811188811 0.2118786487354526 0.4921451679790616
383 0.9555944055944056 0.8811188811188811 0.21125287567225542 0.4917602492857801
384 0.9552447552447553 0.8811188811188811 0.21063147819042174 0.49138574069176655
385 0.9552447552447553 0.8811188811188811 0.2100147713154583 0.491024461472506
386 0.9552447552447553 0.8811188811188811 0.20940178718499622 0.4906505796110533
387 0.9552447552447553 0.8811188811188811 0.2087907375536904 0.49029555905968614
388 0.955944055944056 0.8825174825174825 0.20818658874242277 0.48993115968003975
389 0.955944055944056 0.8825174825174825 0.20758326860040371 0.4895818410748453
390 0.955944055944056 0.8825174825174825 0.20698108041128366 0.48923237967908956
391 0.955944055944056 0.8825174825174825 0.20638500731874315 0.4888777133174856
392 0.955944055944056 0.8825174825174825 0.20579041667611342 0.4885208516157874
393 0.955944055944056 0.8825174825174825 0.20519719221659524 0.4881837717290209
394 0.9562937062937062 0.8825174825174825 0.20460762555237358 0.48783513146340163
395 0.9562937062937062 0.8825174825174825 0.20401783228554077 0.48750201435589013
396 0.9566433566433566 0.8825174825174825 0.203434238022485 0.4871461636950177
397 0.9566433566433566 0.8825174825174825 0.2028517055874286 0.48680227668835635
398 0.956993006993007 0.8825174825174825 0.20227101188606883 0.486467956625879
399 0.956993006993007 0.8825174825174825 0.20169035173258237 0.4861477884105082
400 0.9576923076923077 0.8839160839160839 0.20111560472671297 0.4858101489967659
401 0.9576923076923077 0.8853146853146853 0.2005416171599293 0.4854822204570802