| epoch,learning_rate,train_loss,val_loss,train_dice,val_dice,train_dice_macro_all,val_dice_macro_all,train_tumor_dice,val_tumor_dice,train_iou,val_iou,train_tumor_iou,val_tumor_iou,train_precision,val_precision,train_recall,val_recall,train_fnr,val_fnr,train_fpr,val_fpr,train_TP,train_TN,train_FP,train_FN,val_TP,val_TN,val_FP,val_FN,val_dice_background,val_dice_ncr_net,val_dice_edema,val_dice_enhancing,val_iou_background,val_iou_ncr_net,val_iou_edema,val_iou_enhancing,epoch_seconds | |
| 1,0.0001,1.7648062320793567,1.608055013257104,0.5402027044835679,0.6065166404303001,0.6410554274318285,0.6971209773066305,0.8080869049572235,0.8775567569963392,0.37488471622039093,0.45188326803904383,0.6779746848307108,0.7818272883428788,0.8193760331220105,0.8835388044122211,0.7971046258590894,0.8716551683829965,0.20289537414091063,0.12834483161700355,0.05255107368406858,0.02939870430038157,14143076,56209563,3117712,3599985,3445068,14992225,454102,507261,0.9689339879356216,0.40251017378088716,0.6495805817405509,0.7674591657694624,0.9397400133437067,0.25196415474741096,0.4810213574815097,0.6226642918882108,1561.1850397586823 | |
| 2,9.990133642141359e-05,1.5524423669795602,1.4827935325132835,0.650556468792262,0.636534853814926,0.7275201350243714,0.7197026538361609,0.8539004053087796,0.8884931331940248,0.48810227392382904,0.48056510986943196,0.7450490422159478,0.7993591040487205,0.8830544016539883,0.9030488258111627,0.8266099206452454,0.8743992259829297,0.17339007935475464,0.1256007740170703,0.032496197179948894,0.026460444335426735,14582567,57497709,1931214,3058846,3729784,14732688,400429,535755,0.9692060538998657,0.45482659784348517,0.6809114058853782,0.7738665577159146,0.9402519849546285,0.29435311092509636,0.5161983879804594,0.63114383070274,1574.4921550750732 | |
| 3,9.96057350657239e-05,1.3880346324168096,1.3285847064611074,0.6679549473355135,0.664605937185697,0.7414843297352044,0.7412958365836703,0.8698055085152878,0.8912118260578711,0.5090660008095695,0.5105736324469534,0.7696069261252928,0.8037710421182631,0.8960541330435096,0.9377294650276035,0.8450509493229165,0.8490912347940046,0.1549490506770836,0.15090876520599542,0.029646881608335562,0.01578342851841828,15123047,57419984,1754334,2772971,3602329,14916871,239215,640241,0.9713655347775898,0.4884207450230611,0.7241729069551469,0.7812241595788832,0.9443252852387773,0.323119507902027,0.5676105413523209,0.6409908480865122,1479.2713315486908 | |
| 4,9.911436253643444e-05,1.2528812767697028,1.1447406830014408,0.675234433007183,0.6521195018100686,0.7475920092468649,0.7324076897924451,0.880577121087695,0.9010959055468406,0.5173349808493933,0.5006448458168921,0.7866349148976782,0.8199950387802014,0.8992394239115763,0.9212196653574759,0.8626736828275158,0.8818325452420366,0.1373263171724842,0.11816745475796338,0.029375044283348736,0.020948120756143742,15495638,57371696,1736300,2466702,3718821,14863481,318024,498330,0.9732722537395743,0.44893510485159516,0.7158326794283747,0.7915907211502363,0.947936059276134,0.28943670007349453,0.5574294470519106,0.6550683903252711,1559.5935978889465 | |
| 5,9.842915805643155e-05,1.1273983031714043,1.0292336948820062,0.6906031816607477,0.6772307958553587,0.7595939746156175,0.7506610467362669,0.888146360479982,0.9044906782906432,0.53458554938161,0.5235247544804045,0.7987979073067483,0.8256348534573296,0.8998641553273774,0.9140232054093984,0.8767298149411306,0.8951549320916948,0.12327018505886947,0.1048450679083052,0.02965681227315474,0.02595860446257533,15751718,57351058,1752833,2214727,4091900,14442591,384901,479264,0.9709517993789915,0.5097534476960873,0.7516157002972944,0.7703232395726944,0.943543556845095,0.34205980675346065,0.6020707729793515,0.6264436837084012,1513.1362257003784 | |
| 6,9.755282581475769e-05,1.023825143672982,0.9301599111105945,0.695327952833214,0.6873502931054931,0.7638304089452661,0.7588829111562031,0.8964366562259756,0.9057288594688616,0.540444725293229,0.5353674167888657,0.8123110116726912,0.8277005816211493,0.91081204082059,0.9160862510853106,0.8825079955633263,0.8956030535769013,0.11749200443667374,0.10439694642309871,0.026111319528918236,0.023413194221730056,15782480,57641226,1545442,2101188,3857434,14738234,353342,449646,0.9734807653083332,0.526769707638106,0.7318833347929723,0.8033978368854008,0.9483317335020374,0.35756100751470754,0.5771419577342183,0.6713992851176711,1556.265950202942 | |
| 7,9.648882429441257e-05,0.9314209837086347,0.8628173808793764,0.7117028606901757,0.7129384754587976,0.776606021609745,0.7778016550370505,0.9000816854972233,0.9007321586955038,0.5593194361500076,0.5650559331849132,0.818316845559672,0.8193928038744489,0.9115693654790874,0.9443942298879524,0.8888799397206496,0.860928929268914,0.1111200602793504,0.13907107073108602,0.025157709804573592,0.014942451019307407,15472694,58162386,1500994,1934262,3802185,14758409,223872,614190,0.9723911937718087,0.5555019091746768,0.7804227083965566,0.8028908088051598,0.9462659213100194,0.3845639621837695,0.6399124629243409,0.6706913744466292,1521.854564666748 | |
| 8,9.524135262330098e-05,0.8651663829274729,0.7900441272838695,0.7202369379466603,0.7007341989861019,0.7831747690733422,0.7685784450130642,0.9064895615422183,0.9038807701255999,0.5693985266328866,0.548660457754733,0.8289720240994444,0.824619024546419,0.9223743052565272,0.9086212506083083,0.8911426758600722,0.8991894972119014,0.10885732413992773,0.10081050278809858,0.022971392692928548,0.026415035272223233,16104030,57643830,1355292,1967184,3943329,14616655,396575,442097,0.9721111830939511,0.5577640445221123,0.7473706305011207,0.7970679219350725,0.9457357324112262,0.3867356394795303,0.5966414716909522,0.6626042620937167,1585.9351315498352 | |
| 9,9.381533400219317e-05,0.8096469300133842,0.7571276088018675,0.7321343001180493,0.7125418206940966,0.7921694214675996,0.7785247309982393,0.9094954305015783,0.9121453299990958,0.5827430605474508,0.5633918973894917,0.8340134062160798,0.8384808698742247,0.9276165146936987,0.9407678266140156,0.8920687750657743,0.8852130654668364,0.1079312249342257,0.11478693453316353,0.02187171029157,0.015505482389454277,16437501,57361419,1282646,1988770,3737505,14941184,235319,484648,0.976473461910668,0.5640779705307041,0.7743074301736788,0.7992400613779067,0.9540284746631968,0.39283328687364893,0.6317305409491035,0.6656118643457224,1539.6448080539703 | |
| 10,9.221639627510075e-05,0.755909832764645,0.7087738566301964,0.7405180369001783,0.7308932549970543,0.7989479606816772,0.7915597838493182,0.9161596932043484,0.9015721860652063,0.5934421792174396,0.5865834267859197,0.8452902954983775,0.8207841923044445,0.9277244003515097,0.9484051242743843,0.904879759829888,0.8591468849510795,0.09512024017011196,0.1408531150489205,0.02201617487019148,0.013352625237984082,16596701,57436015,1292988,1744632,3703320,14886727,201467,607142,0.9735593704061103,0.5809361993157024,0.7892860970058431,0.8224574686696171,0.948480937266969,0.40937990176027655,0.6519179263192555,0.6984524522782273,1603.9939532279968 | |
| 11,9.045084971874735e-05,0.7183817580443661,0.6852703416669691,0.7444968904046981,0.7133404232450186,0.8019815944650432,0.7787512943048853,0.9127821558818765,0.9049381006871076,0.597449210574677,0.5651729713221831,0.8395577398035282,0.8263807746894674,0.9285188931065792,0.9403064932941254,0.897569948012413,0.8721339294486633,0.102430051987587,0.12786607055133672,0.020699455283083652,0.015268968340216467,15945857,58077173,1227576,1819730,3657182,14973115,232169,536190,0.9749839074844856,0.5592828091002053,0.775096616766091,0.8056418438687593,0.9511888785001964,0.3881974981855441,0.6327818400825477,0.6745395756984576,1559.4950635433197 | |
| 12,8.852566213878945e-05,0.6853860360221798,0.6926955741804999,0.7527102292365074,0.7213424544301473,0.8084589696948281,0.7838040635065697,0.9172997349250478,0.9058502553063885,0.6068237198972061,0.5713818686354363,0.8472333151793824,0.827903364872647,0.9326802572950323,0.9159766704567424,0.9024182532778684,0.8959452934378368,0.09758174672213159,0.1040547065621632,0.019545039409569826,0.025514347247799666,16052705,58123129,1158665,1735837,4117382,14425392,377691,478191,0.9711888907358369,0.6000573278507478,0.7561003864893271,0.8078696489503672,0.9439914499275388,0.4286299287738076,0.6078467894650885,0.677668887667413,1604.0618000030518 | |
| 13,8.644843137107056e-05,0.6543338422467109,0.614672559338647,0.7559189998920278,0.7389408793627764,0.8109744932970241,0.7980416749985452,0.9189864191457964,0.9170093929527591,0.6110098369825757,0.5968851817861635,0.8501155169758594,0.8467380852480084,0.9351209165481955,0.9256096474967105,0.9033992447916769,0.9085674847891215,0.09660075520832312,0.09143251521087847,0.018873539935293508,0.02195612088103144,16113393,58115979,1117954,1723010,4074430,14586743,327458,410025,0.9753440619058513,0.5894698890150267,0.7933752028470643,0.8339775462262383,0.9518746982718735,0.41790663270803907,0.6575160768443138,0.7152328358061374,1622.6163711547852 | |
| 14,8.422735529643442e-05,0.6222362257793647,0.613084908272769,0.7689139448410515,0.7451913852292189,0.8207848007748435,0.8030172016581811,0.9195527014025292,0.9127325656748375,0.6281340808388985,0.6006287481949366,0.8510851964702038,0.8394738376776142,0.9353726254023992,0.9431058840539838,0.9042590010269275,0.8842545902409852,0.09574099897307259,0.11574540975901484,0.01873345299072849,0.014960588601635466,16076167,58181314,1110745,1702110,3757066,14923155,226650,491785,0.9764946509450676,0.6288910860866507,0.7876940776338948,0.8189889919671112,0.9540689277752453,0.4586733261704949,0.6497486014887407,0.6934643169255742,1624.2466192245483 | |
| 15,8.187119948743447e-05,0.5997728505710356,0.5890376805453688,0.7766138544363637,0.7455340908902035,0.8266894687851836,0.8026659130106301,0.9210669967011555,0.9134194347210698,0.6371942956769845,0.6022117792905094,0.8536832165528234,0.8406366392965908,0.9368507067292382,0.891793645931602,0.9058063110313543,0.9361201304653926,0.09419368896864572,0.06387986953460743,0.018246558734440397,0.032964110886453124,16062474,58254839,1082706,1670317,4084719,14539578,495622,278737,0.9740613793719098,0.6222602182382216,0.7810422854630107,0.8332997689693781,0.9494343616537014,0.45165293655272787,0.6407460046796479,0.7142363966391524,1617.0393495559692 | |
| 16,7.938926261462366e-05,0.5948341031666515,0.5823812529041961,0.7698659510366647,0.7209965924283482,0.8216069789369994,0.7849923878516694,0.920270809672887,0.910384204977928,0.6285320747507172,0.5743600662110698,0.8523163196079595,0.8355093686573134,0.9360321939919998,0.9433661001089902,0.9050314318924095,0.8796306247750261,0.09496856810759045,0.12036937522497394,0.01836640754783494,0.014166544026332618,15970410,58332680,1091407,1675839,3609347,15078720,216683,493906,0.9769797741216325,0.5706452475241369,0.7741445081135437,0.8182000216473644,0.9549955606036971,0.39923276327006385,0.6315136761529867,0.6923337592101587,1582.5516705513 | |
| 17,7.679133974894982e-05,0.5701404789678094,0.584167064847173,0.7803369121284565,0.7409410140421594,0.8295489912682328,0.7996441358958439,0.9251193951932558,0.9193173473943979,0.6417715961563719,0.5966706473610571,0.8606717723403203,0.8506820621001538,0.9429309295595472,0.9390208832841213,0.907968289127771,0.9004236987231353,0.09203171087222894,0.09957630127686465,0.01715821860144528,0.018054581500338517,16650495,57724407,1007739,1687695,4120880,14554449,267606,455721,0.9757535014568977,0.6156348412468556,0.774638640301797,0.8325495605778255,0.9526549544907583,0.4447055297182856,0.6321715909930312,0.7131348213718546,1596.5174129009247 | |
| 18,7.408768370508575e-05,0.5585024107982512,0.5654820020537119,0.7770728415791073,0.7487589571827078,0.8272394963468419,0.8052214951029875,0.9234498827678789,0.9086263327462499,0.6375738009303173,0.6089957522900155,0.8577862451421466,0.8325529193247335,0.9389159145534063,0.9530005134395602,0.9084851138993808,0.8682006539024166,0.0915148861006192,0.1317993460975834,0.01755455515916555,0.012615315207692507,16033653,58378438,1043119,1615126,3832868,14794903,189027,581858,0.9746091088638266,0.6016087622203552,0.8127830056314135,0.8318851036963546,0.9504756842377655,0.43021491122583483,0.6846120039443057,0.7121603416999062,1589.449363231659 | |
| 19,7.128896457825361e-05,0.5509839481642457,0.5592979363895751,0.7884466563651213,0.7348509663717615,0.8355804833151542,0.7954066675443925,0.9236479517038856,0.9180436196051214,0.652902234654595,0.5912975732484164,0.8581281126059431,0.848503355810024,0.9399355122543931,0.9170477080273812,0.9079152504455896,0.9190416966496495,0.09208474955441033,0.08095830335035045,0.01788745169262398,0.02322296760782224,16489456,57854725,1053722,1672433,3892818,14810792,352128,342918,0.977073771062285,0.5875189448075101,0.7903134385960014,0.8267205157117731,0.9551752056225533,0.4159481945953918,0.6533208384812839,0.7046236866685734,1569.4642872810364 | |
| 20,6.840622763423389e-05,0.5377713168153957,0.5857882999085091,0.7962828075081659,0.7192122854188265,0.8416802689285887,0.7827335093116389,0.9285064176011263,0.9128756415428848,0.6632485143123814,0.5744985984308737,0.866553409981583,0.8397159298670023,0.9429712123318073,0.9250289303465028,0.914478686622085,0.9010375580978962,0.08552131337791505,0.0989624419021038,0.017462630884286075,0.022767736721620916,16913308,57552430,1022879,1581719,4154267,14451427,336692,456270,0.9732971809900762,0.5515966660079281,0.7831481562748094,0.8228920339737419,0.9479833530881427,0.3808308452919837,0.6435854622016521,0.6990794877989852,1619.3686718940735 | |
| 21,6.545084971874736e-05,0.5173385506179057,0.5721119030101879,0.7974053498135891,0.7281431465916054,0.8427750093142434,0.7896033346644569,0.9286414424644579,0.9119960580328594,0.664787425973772,0.5806555889963595,0.8667886543984136,0.8382286339734633,0.944472701312753,0.9072596196635714,0.9133321615879701,0.9167822100247802,0.08666783841202982,0.08321778997521978,0.016236430218659503,0.027516968870825453,16342741,58215981,960820,1550794,4036692,14582915,412632,366417,0.9739838988830111,0.5957404391322306,0.7906388637168428,0.7980501369257429,0.9492871484401344,0.4242381221631774,0.6537657280328911,0.6639629167930101,1561.1913385391235 | |
| 22,6.243449435824272e-05,0.5099071937353432,0.582096764163391,0.7971344250762268,0.714170088137954,0.8427230584486989,0.778862393110767,0.9308910101427339,0.9048885403035911,0.6644177119709056,0.5688818740537852,0.870716661233028,0.8262981199689463,0.943370801777439,0.9518470743792103,0.9187370962138524,0.8623454878869956,0.0812629037861476,0.13765451211300445,0.016650163056591,0.013209784211469375,16419832,58212500,985659,1452345,3888064,14693255,196693,620644,0.9729393080292057,0.5432888572521092,0.7746838589879947,0.8245375481737581,0.9473045903083519,0.3729557915148966,0.6322318241463569,0.7014580065001023,1655.680320739746 | |
| 23,5.9369065729286224e-05,0.5105276357661299,0.5348579780878248,0.8031637023470068,0.7577089060084862,0.8470109221234339,0.8122885959374904,0.9294338018831243,0.9120425295216199,0.6723876451206788,0.6179216673308509,0.8681703228796097,0.8383071528711415,0.9451460979110141,0.93778991679204,0.9142353718900744,0.8876711719045572,0.08576462810992558,0.1123288280954428,0.01647802855555642,0.016613834269194137,16696623,57838369,969030,1566314,3789233,14878555,251366,479502,0.976027665724503,0.6312035345761654,0.8173277245515228,0.8245954588977705,0.9531777696074992,0.4611376128741824,0.6910855538924227,0.7015418352259474,1579.8852784633636 | |
| 24,5.626666167821521e-05,0.492875288234276,0.5215351635942588,0.8010457971440372,0.7396926586116822,0.8457054735447007,0.7990038895980429,0.9291173561080235,0.9218541979657455,0.6696683895650705,0.5981400997262066,0.8676182786297418,0.8550366715024845,0.9430737949061279,0.9286349443063694,0.9155679727551193,0.9151717576967338,0.08443202724488072,0.08482824230326627,0.01614249432088204,0.020952646288756555,15951418,58685041,962866,1471011,4074956,14632830,313158,377712,0.9769375825571253,0.588142568314125,0.7952252280626898,0.8357101794582315,0.954914935687856,0.41657362500959744,0.6600613214899465,0.7177853526790761,1576.6745035648346 | |
| 25,5.3139525976465657e-05,0.4781909073595287,0.5042335695108852,0.8074283571407189,0.7443928064014242,0.8506123291718317,0.8030344371485215,0.9320138460909196,0.9199208801488848,0.6783365331389266,0.6059344770525811,0.872683454443234,0.8517161967501904,0.9467071571443593,0.9206238226218263,0.9177696577430635,0.9192190103206098,0.08223034225693646,0.08078098967939022,0.015377116935962505,0.02084423073492402,16223908,58479508,913290,1453630,3713176,15039016,320150,326314,0.9789593293898132,0.5793114225377485,0.8186749166798608,0.8351920799866632,0.9587858325024162,0.40776805819932843,0.6930140807464763,0.7170212922119387,1584.1993961334229 | |
| 26,4.999999999999998e-05,0.48220086609627927,0.5027543239899583,0.8084440406474477,0.752418746666164,0.8511143755618145,0.8093738857837581,0.9299121652831358,0.9241543524932959,0.6797526735324965,0.6112166285674513,0.8690054546122211,0.8590027339284626,0.9434871170971064,0.9427587728214466,0.9167223072321253,0.9062700022868492,0.0832776927678747,0.09372999771315085,0.016660744897507563,0.014694781425103401,16446958,58144151,985138,1494089,3705371,15085083,224978,383224,0.9802393031365406,0.6266615669775516,0.7952199505828587,0.8353747224380818,0.961244443085052,0.4563052718173716,0.6600540496728652,0.717290564212117,1571.5878903865814 | |
| 27,4.6860474023534314e-05,0.47856791793894604,0.5592065095096022,0.8148539688588722,0.7464466884189971,0.8560894797266728,0.803390514682934,0.9323990916747253,0.9089045922356078,0.6887510861075151,0.6021699751214408,0.8733592154182055,0.8330202709751244,0.9480924562967632,0.9466734243231328,0.9172167984708693,0.8740338167237052,0.08278320152913067,0.12596618327629489,0.015332748740837966,0.014653644089071884,16535124,58137549,905289,1492374,3888871,14730257,219062,560466,0.9742219934747445,0.6325225653258124,0.7813744549021999,0.825443045028979,0.9497395998719518,0.46254698563016206,0.6411932344972231,0.7027697052369373,1542.2254490852356 | |
| 28,4.3733338321784775e-05,0.4801584298209268,0.5450409817937258,0.8081283320426303,0.7263472508276095,0.8509631498132,0.7889335120023573,0.9304441154205086,0.9191420060031334,0.6789640807881341,0.581971853000812,0.8699350158653224,0.850381836566958,0.9446745844806538,0.9342303318796271,0.9166360161224667,0.9045333032245222,0.08336398387753333,0.09546669677547782,0.016157494786911142,0.018739474487134263,16343644,58283135,957175,1486382,3989597,14707120,280867,421072,0.9766922955266005,0.5672662501383797,0.7963449557882636,0.8154305465561854,0.9544463422458178,0.39593277550219563,0.6616056316282738,0.6883771518719667,1656.6765940189362 | |
| 29,4.063093427071375e-05,0.4789269397250649,0.5067883673551921,0.8073892872136833,0.7564754417185805,0.8503087178130264,0.8122749194586052,0.9324612097210935,0.9253089565780009,0.6780820157625286,0.6169387853576175,0.8734682226183813,0.8609999704023398,0.9488631271595137,0.9362770927141322,0.9166166995920174,0.9145948201594438,0.08338330040798253,0.08540517984055616,0.015659301699098804,0.01719340689690199,17003743,57603408,916379,1546806,3839898,14938844,261343,358571,0.9796733526786795,0.626670934746035,0.8043528698681762,0.8384025205415303,0.9601565883343645,0.45631520558413796,0.6727343290486498,0.7217668214400645,1497.2610983848572 | |
| 30,3.756550564175724e-05,0.45839476793193495,0.5550012981166711,0.8172887617321113,0.7357849622886632,0.8581016220336253,0.795115994866087,0.9349531095826797,0.9090611134489704,0.691965239183701,0.5897034032680795,0.8778515931973047,0.8332832614693383,0.9461531860225958,0.9315957405930225,0.924015092545867,0.8875909308246454,0.07598490745413303,0.11240906917535468,0.015975000499891208,0.01988026457774393,16592977,58168534,944328,1364497,4024529,14568931,295509,509687,0.9731090925983579,0.6092246974417418,0.7872028684570712,0.8109273209671767,0.9476265546655105,0.4380468191526733,0.64908041747723,0.6819829731743351,1381.198909521103 | |
| 31,3.454915028125263e-05,0.445118593824964,0.5389291279622026,0.8223597255606764,0.7341153711217551,0.8619996577025362,0.7950111808292434,0.9363511924272928,0.918687998467176,0.6992454515469175,0.5908025996458028,0.8803198816760647,0.8496049217662258,0.9483302410763892,0.9350466682576624,0.9246710008403383,0.9028918777114958,0.07532899915966172,0.09710812228850421,0.015351958937432702,0.017587430064957752,16643980,58163595,906847,1355914,3835798,14883854,266455,412549,0.9776986099517084,0.5828914321826483,0.7950828817471215,0.8243717994354954,0.9563702245435897,0.4113244711239203,0.6598652054176026,0.7012181223958854,1291.686552286148 | |
| 32,3.1593772365766105e-05,0.456829599529302,0.5116728600618001,0.8208992528550408,0.7533677591465766,0.8607730829895048,0.8096857400917826,0.9356235911753413,0.9275893899547599,0.6971151331707262,0.6132297682475422,0.8790345064191218,0.8649573039151759,0.9482111944035925,0.9445118070427942,0.9233658129956278,0.9112626833020605,0.07663418700437222,0.08873731669793955,0.015625750186401006,0.01616053994009375,16833691,57920131,919412,1397102,4098896,14659814,240802,399144,0.9786396829274008,0.6216093519464306,0.798430812470009,0.84006311302329,0.9581728079394709,0.4509674763277069,0.6644900857613582,0.7242317426535616,1358.92715382576 | |
| 33,2.8711035421746357e-05,0.4504843626906272,0.5378443606801935,0.8203814606022272,0.7263752233093163,0.8603581011178292,0.7893028736970565,0.9360513021146034,0.9216177500886813,0.6964984372099838,0.5836462044027825,0.8797898845827906,0.8546299330914163,0.9498249397918835,0.9432131121257319,0.9226714240366022,0.9009891284441548,0.07732857596339782,0.09901087155584526,0.015310455124752096,0.015612965227261653,16997918,57749907,897925,1424586,3906269,14827942,235180,429265,0.9780858248602777,0.5576509940975088,0.7914693432631562,0.8300053325672834,0.9571115154817653,0.38662694799625247,0.6549021647495515,0.7094095004625436,1289.8838319778442 | |
| 34,2.591231629491422e-05,0.45054834832747775,0.5226664496837435,0.820048170385331,0.7510211231052715,0.8601627820027089,0.8077587303668946,0.9360103380702448,0.9192606975818011,0.6960163214921385,0.6102348870018924,0.8797175118906752,0.8505850536988127,0.9501709461010694,0.937224710648886,0.9222656094513164,0.9019723745798564,0.07773439054868356,0.09802762542014368,0.015021563483629402,0.016887279184107457,16844450,57922769,883360,1419757,3822411,14904795,256025,415425,0.9779715521517639,0.6169132914698241,0.8059856100096072,0.8301644678363833,0.9568926914028381,0.4460409370323758,0.6750216888224374,0.7096420351508643,1342.0616645812988 | |
| 35,2.3208660251050148e-05,0.45001290586529946,0.5130557945451221,0.8194306814452327,0.7710512849311217,0.8598160621760201,0.8224265208396401,0.9368769571154322,0.920973017921554,0.6946867167857498,0.633219867302338,0.8812497888987595,0.8535217684246922,0.949796705823931,0.931078056144449,0.9243039769822597,0.9110849657412201,0.07569602301774027,0.08891503425877988,0.014988877088701788,0.02029295368352142,16724236,58092475,883991,1369634,4087928,14609173,302604,398951,0.9765522285651947,0.6666057245227581,0.8094980683748865,0.8370500618957206,0.9541788607308549,0.49993144322160066,0.6799636748760822,0.7197644838093314,1357.5068473815918 | |
| 36,2.061073738537634e-05,0.42948254912483447,0.5170599989391662,0.8303877045551241,0.7501691979134456,0.8681229374250123,0.8068016229936166,0.9366826836147706,0.9204157069270034,0.71078271511951,0.6087208196451388,0.8809060749608066,0.8525649296981473,0.9489463493884752,0.942830855650895,0.9247319515305549,0.8990416169384746,0.07526804846944515,0.10095838306152541,0.014917272097541047,0.016454875929408697,16440003,58407730,884478,1338125,4043695,14655680,245192,454089,0.9766988982341297,0.6194753321997319,0.8020026814718516,0.829029580068753,0.9544589530380442,0.44872456584698756,0.6694528185231556,0.7079850745652732,1328.777182817459 | |
| 37,1.8128800512565503e-05,0.43764086985060957,0.49374075777627324,0.8257635196762902,0.7597323921315083,0.8647188439191845,0.8141108733405957,0.9385609103154303,0.9195562089504502,0.7038936343408718,0.6211668777498369,0.884234356390949,0.8510912058249578,0.9509363876619837,0.930190944334391,0.9265034035973269,0.9091618955684264,0.07349659640267311,0.09083810443157357,0.014571328653901164,0.01958320683454383,16681212,58205188,860668,1323268,3933078,14777438,295170,392970,0.977246316967858,0.6311299102936355,0.8040373535120281,0.8440299125888614,0.9555050577482458,0.46105902600956,0.672293031787523,0.7301485754524278,1338.07901096344 | |
| 38,1.5772644703565555e-05,0.4379856759796337,0.48656059378707733,0.8242773224927197,0.7644486339717055,0.8636091236917033,0.8179889968914762,0.9378039140428113,0.92363429813471,0.702234262333742,0.627759883336728,0.8828915173394914,0.8581045424748264,0.9502665741989814,0.9393421860332055,0.9256639155294492,0.9084431113997795,0.07433608447055085,0.09155688860022046,0.014573059549396934,0.01678466331920158,16497597,58384465,863423,1324851,3920478,14829891,253164,395123,0.9786100856507882,0.6311975696050608,0.8220638948097996,0.8400844375002563,0.9581160650820788,0.4611312455245583,0.6978849626797555,0.7242634418058702,1380.9988949298859 | |
| 39,1.3551568628929426e-05,0.428326803709374,0.5228105974761216,0.8297442338086126,0.7585212871781737,0.8677338936599948,0.8128302907524831,0.9387203807903655,0.9208849095787035,0.7096175938372934,0.6176948546470258,0.8845174860603255,0.8533704307843398,0.9511908940841636,0.9301870272204682,0.9265726233953098,0.9117669971363166,0.07342737660469019,0.08823300286368345,0.014439084731745164,0.021243481804174996,16634901,58263584,853598,1318253,4190007,14488705,314471,405473,0.975757301475411,0.6460671494092132,0.7933955126876854,0.8361011994376228,0.9526621989895355,0.477178132672756,0.6575439765311637,0.7183624547371578,1364.9604663848877 | |
| 40,1.1474337861210536e-05,0.4263912296416808,0.5425935590992103,0.8327924202896512,0.7477219565194217,0.8700241727834652,0.8047915972251878,0.9393499636731109,0.914622045574551,0.7139840687366964,0.6056343173249608,0.8856361019193008,0.8426760851787444,0.950987431778972,0.9441987960032995,0.9279938734205154,0.8868419805711651,0.07200612657948456,0.1131580194288349,0.014646154000515811,0.01532917952904185,16767139,58138024,864155,1301018,3893027,14778818,230074,496737,0.9760005193424862,0.6166318226745358,0.7979981897805035,0.8285358571032259,0.9531259905676835,0.4457467164429799,0.6638910049850771,0.7072652305468252,1387.6047863960266 | |
| 41,9.549150281252626e-06,0.42959894204423543,0.5013082450306093,0.8352773766548562,0.767508192076732,0.8716442924448753,0.8199006724515336,0.9365384852276984,0.9233534342034255,0.7176989232290962,0.6263231036039263,0.8806510364676632,0.8576198202241676,0.9517839416475182,0.9216584268788962,0.9217737255517691,0.9250546875368052,0.07822627444823092,0.07494531246319486,0.014465283750660451,0.023458979714891696,16802097,57991159,851171,1425909,4123521,14590557,350502,334076,0.9770781135759385,0.686990013627935,0.7905237673417869,0.825010795260474,0.9551835057431571,0.5232176607629122,0.6536083521082151,0.7021432979406514,1377.9313144683838 | |
| 42,7.783603724899252e-06,0.42627272242996966,0.5409415481058327,0.8296411471864674,0.7331521362503469,0.8676096856285735,0.7939024149730101,0.9389502077992176,0.9129684038758474,0.7094630820398146,0.5899789993373266,0.8849256789841018,0.8398729228580538,0.949710964151717,0.9359465862800534,0.9284305702111874,0.8910914483537574,0.07156942978881262,0.10890855164624255,0.015105847590061372,0.017235763713809995,16818478,58064810,890571,1296477,3808990,14863458,260676,465532,0.9761532511409995,0.5789699697351538,0.7960947684634132,0.8243916705524736,0.9534173471067309,0.4074297920553076,0.6612603281467009,0.7012468778099711,1434.5242986679077 | |
| 43,6.184665997806817e-06,0.4268099853680247,0.5565451536629651,0.8321415456904871,0.7382648186508676,0.8693770827429146,0.7974885900766638,0.9376064782561059,0.9093138098135056,0.7132104902258062,0.5960239123677696,0.8825415997614958,0.8337080069364624,0.9499290320324074,0.9330474742554625,0.9255995287018378,0.8867576076041556,0.07440047129816216,0.11324239239584441,0.015042625301369586,0.017998057206017833,16811294,58021609,886127,1351306,3792782,14849363,272158,484353,0.9751599043540524,0.5866496888865552,0.8073847451266991,0.8207600219393484,0.9515239582223975,0.4150773408924992,0.6769867665431404,0.6960076296676693,745.8085052967072 | |
| 44,4.75864737669903e-06,0.4228228621032773,0.5200224975879127,0.834620129038813,0.7499473254966741,0.8715080935099621,0.806548138292861,0.9392392277312102,0.9156623159579601,0.7167971794033589,0.6095208358078686,0.8854392548117467,0.8444438752185429,0.951818868939422,0.9561154037393179,0.9269877649083074,0.8784934024706325,0.07301223509169262,0.12150659752936759,0.014004447356005275,0.01192667555032514,16421236,58524472,831244,1293384,3890054,14792010,178549,538043,0.9763505766814214,0.61072684511549,0.8067199414201246,0.8323951899544078,0.9537939009589645,0.43960170321311626,0.6760524787284248,0.7129083254820651,722.2281002998352 | |
| 45,3.5111757055874303e-06,0.4212200294952003,0.5010913850085156,0.8319892739471483,0.7624272715238204,0.8695474785167349,0.8163343292994867,0.9400739553253803,0.9237213527488982,0.7129630445942063,0.6228913160959318,0.8869241019678575,0.8582548349427478,0.9505561718166521,0.9430423221594892,0.9298204016303229,0.9051761815472267,0.07017959836967713,0.09482381845277327,0.014554070039763552,0.016145522174034484,16576270,58380721,862226,1251119,4003358,14734123,241794,419381,0.9780555026264859,0.6468269638641228,0.8115743063391357,0.8288805443682024,0.9570534457988407,0.4780075767037176,0.6828986537973076,0.7077677177867704,596.9006524085999 | |
| 46,2.4471741852423216e-06,0.42453594011615736,0.5491073528254354,0.8367611689669894,0.7282272596262116,0.8730458178801841,0.7900641804800441,0.9392702079221456,0.9137824422703658,0.7198773769415578,0.5828666015549705,0.885494321868925,0.8412517692867302,0.9503614334109391,0.9339161419122184,0.9284348770563571,0.8944985218404841,0.07156512294364291,0.10550147815951597,0.014672923895317677,0.018430228676742263,16621505,58299459,868162,1281210,3913160,14747064,276895,461537,0.975574943041542,0.579255474756946,0.8023935942442768,0.8030327098774117,0.9523146045822491,0.40771262142139864,0.66999774749697,0.6708894357465428,599.509845495224 | |
| 47,1.5708419435684504e-06,0.41698185917066066,0.5090865923746212,0.8370455766008087,0.7471320505029255,0.8733406734305011,0.8048474534587415,0.9409986283169325,0.9116329745604711,0.7202703720544891,0.6073529728816165,0.8885716803382476,0.8376153937522272,0.9521358387683612,0.948095106850678,0.9301189511926115,0.8778715224101181,0.06988104880738853,0.12212847758988185,0.014300707197248413,0.012549124185120856,16789593,58175301,844018,1261424,3525942,15189156,193033,490525,0.9779936623261897,0.5967166289370396,0.8119449630389036,0.8327345595328332,0.9569350269903433,0.42522888907679285,0.6834236948447795,0.7134063347232771,586.5097160339355 | |
| 48,8.856374635655631e-07,0.4141602776691216,0.4763086168347178,0.839262942346533,0.7730455285534018,0.8748523830993951,0.8248189957008436,0.9391536844046938,0.9248500559677614,0.7234124540758072,0.6371324883281759,0.885287218891529,0.8602056495480128,0.9508086999334943,0.9499319266099199,0.9277809431783824,0.9010586290848256,0.07221905682161757,0.09894137091517441,0.014731175567904644,0.012973125521975904,16791410,58103147,868725,1307054,3750279,15038909,197666,411802,0.9801393971431687,0.6582209840557984,0.8137589024998605,0.8471566991045466,0.9610523187165033,0.4905584125509761,0.6859979006078608,0.7348411518256909,597.7435462474823 | |
| 49,3.942649342761114e-07,0.4146405984552539,0.5135027647421166,0.8374713851551198,0.7519249589165983,0.8735671812045361,0.8082135174374377,0.9380495843874563,0.9151737843672705,0.7208062245794563,0.6111254912739351,0.8833271032210858,0.8436132637461121,0.9494250590812632,0.9308259839309719,0.9269434713768722,0.9000392752383921,0.07305652862312788,0.09996072476160789,0.014687583037143672,0.01846101871334351,16378357,58528669,872459,1290851,3776590,14921972,280656,419438,0.9770791929999564,0.620335573538152,0.8039903176481081,0.8314489855635344,0.9551855689253905,0.449627867211887,0.6722272649725564,0.711521341637362,623.4865293502808 | |
| 50,9.866357858642197e-08,0.40927259897699164,0.5094431086971953,0.8395815344248336,0.7587490115887193,0.8753006769750369,0.8134223859269349,0.9406290694929482,0.9208090579669707,0.7239125312809723,0.6193280448330643,0.8879128569657186,0.8532401654820307,0.9532115862119858,0.9342603549737469,0.9283744067678508,0.9077396015565116,0.07162559323214925,0.09226039844348843,0.013695162511911182,0.018532290330990523,16534208,58448905,811582,1275641,3960083,14757427,278653,402493,0.9774425089415817,0.633872309336519,0.8036964504434109,0.8386782749862283,0.9558802487768785,0.4639919925996589,0.6718164890017267,0.7221756528978072,610.682044506073 | |