Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 106.5 132.2 356783.75 0.9832454018827678 -0.008790213883162434 -0.4512431180122155 369.4516906738281 882593.1 0.9832473791052893 -0.0075670076497958 -0.4504516861478847 372.01409912109375 True 0 100 52.12 49.86 129324.78 0.9736002324897092 0.022969739383123845 0.4755476723753154 32.06135940551758 49182.88 0.9740139093324313 0.019456927040376482 0.47107931518846496 31.504619598388672 True 0 200 55.4 47.73 135858.86 0.9791729776198798 0.003475489239355698 0.3829349522628741 26.980493545532227 57622.875 0.9788708589888983 0.0011959312000783375 0.3469284131694261 26.498849868774414 False 0 300 50.65 49.57 47863.87 0.984926624503097 -0.005758680053345374 0.43704896022287304 25.98745346069336 80896.83 0.9849252468720181 -0.004560213897804943 0.4152725371799278 25.531448364257812 False 1 400 51.77 45.43 39548.344 0.97839199234143 -0.0013152894837788357 0.43312966959780264 26.394617080688477 58934.188 0.9782586028793253 -0.0015001842560549029 0.4146570978087422 25.936084747314453 False 1 500 15.81 27.68 155369.92 0.9800311989255318 0.0013609817424294537 0.43927051120526794 18.93534278869629 64201.39 0.9794036345519086 -0.0002408274524864996 0.42096203911773766 18.61687469482422 False 1 600 17.93 31.95 36826.71 0.9741639940817931 0.017713837695947424 0.4251145407575874 16.31198501586914 50692.09 0.9743244178530184 0.014645498636902314 0.40318304019146717 16.010421752929688 True 1 700 16.64 28.8 36974.418 0.9784130000841835 -0.0007467839263197253 0.4292251303243711 18.07056427001953 56470.69 0.9782268181632348 -0.0007231713047691661 0.4084529209775261 17.771100997924805 False 2 800 19.3 29.25 44326.52 0.9805625017719116 0.005399964749458777 0.4135051476498944 15.406986236572266 77649.445 0.9809497147997844 0.005352347682753425 0.3823447666863915 15.148168563842773 False 2 900 17.87 32.44 39399.016 0.978537552967743 0.0030065632019238724 0.42660267781072614 17.848114013671875 61974.234 0.9787288624701753 0.002538498605603584 0.4023915035889392 17.51837921142578 False 2 1000 17.89 29.91 37106.375 0.9734777241351973 0.022708194804163355 0.08855617068005957 16.869707107543945 52560.504 0.9735193357132412 0.02206242248047595 0.0033165113077712263 16.560710906982422 False 2 1100 18.36 31.71 38871.7 0.9766733727716589 0.007999011037656939 0.3990875194047714 19.697601318359375 54615.086 0.9767510985561605 0.006217351691080558 0.3692085660289254 19.36168670654297 False 3 1200 17.69 27.83 42298.523 0.9786348415385461 -0.005029161621995404 0.43575362975521414 19.033193588256836 57930.766 0.9783200125460845 -0.004381146056565642 0.42039782257181 18.70610809326172 False 3 1300 18.08 29.31 103733.664 0.9753919823559251 0.015184886547591044 -0.3705956086175847 10.949539184570312 49499.09 0.9751378580457094 0.012323590588429906 -0.3553561112408624 10.789786338806152 True 3 1400 17.64 31.4 50203.598 0.9813001351872551 0.00648568343615312 0.40035123086780505 5.872463703155518 96051.88 0.9817945677279276 0.006822473274116808 0.3745502166631666 5.904475688934326 False 3 1500 15.36 28.2 54274.82 0.9769858539879924 0.007515631052796363 0.4222230822072224 12.679322242736816 51320.945 0.9769513735243754 0.004585064538573724 0.4050868307089623 12.455988883972168 False 4 1600 18.82 29.39 35963.062 0.9711430812974211 0.0246854384823503 -0.29965906048910873 7.785525798797607 40787.086 0.9720972854470578 0.019465944221192365 -0.3179872693146032 7.810932159423828 True 4 1700 17.13 28.24 28035.21 0.9647738119758437 0.048857260784226836 -0.4516899875911735 7.03622579574585 39182.484 0.9667961774280196 0.0407792967543062 -0.45375572738883135 7.196249961853027 True 4 1800 16.31 31.19 37223.79 0.9695571541264313 0.030083097593222433 0.08360045020638567 7.659361362457275 39942.035 0.9705640211848856 0.025055985170094542 0.008983791375030744 7.6403117179870605 False 4 1900 16.72 30.85 36135.387 0.9754777855449618 0.013902666240260672 0.4195424570759733 11.786553382873535 53835.008 0.9760037899644312 0.011981948701169956 0.39135789861511616 11.604825973510742 False 5 2000 15.28 29.96 60353.08 0.981548408135819 0.0015904369512370624 0.35795884011902745 6.8386921882629395 54595.395 inf -0.0005243850860667869 0.3113440318311477 7.016858100891113 False 5 2100 18.12 28.86 55356.445 0.9760303965267441 0.009388014081230588 0.40039559331455105 11.1438627243042 49858.94 0.9759467737283162 0.006170800616964331 0.3473823683798295 10.98171329498291 False 5 2200 16.79 28.29 46622.31 0.9779574582735466 0.0185234521116521 0.27604865464346595 6.954019546508789 85757.59 inf 0.016689375406402245 0.21434257601527804 7.3243889808654785 False 5 2300 17.65 29.24 30875.244 0.9702317182435242 0.03370819350656464 -0.314272676363159 9.41973876953125 53111.36 0.9716174539076609 0.029515816081682498 -0.34483842259378245 9.327672004699707 False 6 2400 18.35 29.73 105815.71 0.9790789345529004 0.009125619471669672 0.34303420807260965 5.771167755126953 52757.62 inf 0.005991035211081317 0.2958280834006855 5.9895524978637695 False 6 2500 18.42 29.32 29019.072 0.9726848351616794 0.025622577128321833 0.34771774955532064 10.439261436462402 48662.926 0.9733167919530468 0.02076676414769181 0.2950669861273718 10.29436206817627 False 6 2600 52.82 59.22 48109.91 0.9712332538657421 0.027324035010293592 -0.04985295197027714 6.037322521209717 40063.992 0.9722525192463685 0.021178320663405043 -0.08114871516178439 6.1195807456970215 False 6 2700 36.11 59.08 32484.096 0.972354497115514 0.02365962739715837 0.3888171613974339 5.268158912658691 44987.93 0.9730584450546108 0.018803109603437514 0.3531657612336554 5.338932514190674 False 7 2800 47.15 45.52 27918.592 0.9709219359458281 0.034498838726714796 -0.08255009483132518 9.709283828735352 50643.504 0.9721941087684705 0.03013216629577289 -0.13144696804582573 9.600040435791016 False 7 2900 56.69 43.36 28969.354 0.965425464528665 0.04337405994405773 -0.25987193141118803 6.421009540557861 38091.105 0.9675574334504302 0.03596633656156078 -0.2928879380521915 6.577157497406006 True 7 3000 50.73 49.84 24961.064 0.9677190143633183 0.039994184034972576 -0.27562514303027835 6.719865322113037 48458.906 0.9701392251303225 0.03354313930410338 -0.2995607143395563 6.903534889221191 False 7 3100 39.35 59.64 27555.867 0.9683231995712228 0.039796287745295644 0.1120957635470777 9.508035659790039 42312.516 0.969350069493591 0.03371280985609304 0.0343183710554395 9.418636322021484 False 8 3200 37.77 47.53 24092.22 0.9624029424203865 0.05916243847456459 -0.23115783976719728 5.97507381439209 36114.445 0.9653949141782685 0.04930353472384014 -0.2451235061148697 6.150078296661377 True 8 3300 56.1 44.49 27734.674 0.9703459805305731 0.03794714069646269 0.40287467352157735 8.492744445800781 43393.74 0.9713741767339726 0.03263197208892529 0.39045135776995116 8.386859893798828 False 8 3400 48.53 54.3 45737.26 0.9757135835309474 0.026576941348571883 0.2875378549000473 5.283655166625977 81609.38 0.9768275817825177 0.02330234830842195 0.261140295540021 5.377228260040283 False 8 3500 35.91 60.64 39050.86 0.9658423751016465 0.043140409748638836 -0.26719378024554297 8.196700096130371 28819.45 0.9682332684535243 0.034168703848097275 -0.29830502809586734 8.124401092529297 True 9 3600 39.03 47.76 45423.336 0.9720899140527828 0.024694670461679384 0.4072857892642528 4.996940612792969 29611.336 0.9745376084834885 0.01700716180082225 0.37773139548876933 5.104236602783203 False 9 3700 49.88 45.92 28890.717 0.9738727872506604 0.026962919055920846 0.3184976216283582 8.259952545166016 50541.617 0.9762467772482017 0.020935626694207926 0.25981251140957634 8.19401741027832 False 9 3800 53.0 47.38 24564.025 0.9611955966368201 0.06327066313650075 -0.280084403695944 6.363210201263428 27614.502 0.9646918508096294 0.05293836449025426 -0.31442953357398706 6.537647247314453 True 10 3900 45.27 55.12 27665.555 0.9594921198671735 0.06118650852367552 -0.16266681506342584 6.1554670333862305 23278.154 0.9638439102092009 0.049515508836430674 -0.20387003205788562 6.397296905517578 True 10 4000 37.21 58.01 30347.662 0.9612386065765783 0.05135930104105453 0.16793057632759673 5.513026714324951 24710.861 0.9655186095871429 0.04021248510613406 0.1019522916568248 5.68278169631958 False 10 4100 41.5 46.5 26537.182 0.9625116363134709 0.055696135790022076 0.015943206224373153 7.202881813049316 27963.736 inf 0.04549509992455324 -0.029197814135913183 7.280009746551514 False 10 4200 62.74 92.9 25765.203 0.9603137619016947 0.058025415210260244 -0.2308342742140285 6.024628162384033 26334.627 0.9647479357548683 0.04615447928420961 -0.24925642221572095 6.212374210357666 False 11 4300 106.0 104.7 25526.203 0.9635529636768535 0.057866337942463736 0.00030506228914938763 6.8228654861450195 34139.746 0.9662539235178437 0.04729321337212107 -0.04637765824824221 6.878878116607666 False 11 4400 99.48 108.8 25390.875 0.9632308002381283 0.05117403878503256 0.27327732494320556 5.646347522735596 31637.973 0.9667080947505738 0.03944301466891126 0.2261115210479868 5.732680320739746 False 11 4500 103.3 100.2 19747.922 0.955574751751977 0.06998209883007503 -0.4116191314518692 6.812054634094238 19751.836 0.9609965286540332 0.05407000019989147 -0.4085328868020548 6.9596638679504395 True 11 4600 113.7 105.0 24838.914 0.9616708097391244 0.07042292344572529 0.2782239176212521 8.691202163696289 27051.395 0.9650764752022588 0.0572549215360681 0.17262821998904657 8.609972953796387 False 12 4700 118.1 131.2 21420.79 0.9614330051641898 0.06492410192075508 0.31198000960863814 6.462179660797119 27655.96 0.9654427829611626 0.052631094153677546 0.22454800599115982 6.502735614776611 False 12 4800 105.2 136.3 24416.725 0.9517125861656606 0.0762221204308116 0.02522827761756566 5.746833324432373 23102.73 0.9579653432176897 0.06060419567723981 -0.02529039266609084 5.997507095336914 False 12 4900 104.8 79.99 18333.096 0.9564873695128462 0.06845312902451474 0.17418906428609068 5.912374973297119 26783.084 0.9622685065371832 0.0547220607706775 0.09357579516819248 6.0184736251831055 False 12 5000 49.42 40.81 23116.79 0.9518926325134491 0.0784288841506086 0.2517967998460249 5.30396842956543 22857.967 0.9580224593214812 0.06342791876667736 0.1769177488647233 5.508058547973633 False 13 5100 49.41 46.66 15757.398 0.9524846725909117 0.08254383072086638 0.2470741966852449 5.796421051025391 23553.64 0.958612073408413 0.066366315432031 0.1702274340157167 5.882188320159912 False 13 5200 38.54 52.23 17203.672 0.9474777506718196 0.08432232876306753 0.14709782756994677 5.673439025878906 23202.36 0.9546155335142562 0.06826446467576265 0.08222641423550986 5.917747974395752 False 13 5300 31.68 47.71 16132.055 0.9475970037363027 0.08494402433831812 0.21490953687559142 5.362557888031006 20228.5 0.9549518516622427 0.06796991238065642 0.14849589714646436 5.533092021942139 False 13 5400 42.79 38.98 18863.22 0.953562711789823 0.07403642006594367 0.40331381280534295 6.12089729309082 20972.598 0.960064687326402 0.0567852852628912 0.3622560568601695 6.111086845397949 False 14 5500 51.73 39.65 21593.488 0.948033028267537 0.0852789768546997 0.3945157963323684 4.8845319747924805 19282.055 0.9558722585354923 0.06622166537467664 0.34952729887844824 5.024961471557617 True 14 5600 47.53 46.4 16755.637 0.952851703453232 0.08111917244561949 0.40598758937560137 5.283804893493652 22857.135 0.9585555741972238 0.06437191617698702 0.36691063424851567 5.361440181732178 False 14 5700 38.37 52.39 23131.09 0.9427907014587837 0.09112173866398988 0.3720539844202643 4.982211112976074 17331.32 0.9514075575586077 0.07051656342103108 0.3228068019875494 5.125128746032715 True 14 5800 32.21 50.69 21905.605 0.9508624297984902 0.09303550230794946 0.37498917352539457 6.170123100280762 22497.426 0.9572605040833673 0.07461887859180986 0.32238642332032924 6.193017959594727 False 15 5900 40.51 43.44 36625.82 0.964372769197455 0.05480788917538605 0.43592472726289877 7.805465221405029 26353.318 0.967343505628747 0.04141953197861745 0.4384410823992788 7.687058925628662 False 15 6000 49.71 41.91 68887.914 0.9675061631920379 0.04136394288521564 0.03924766752143677 6.477618217468262 28547.08 0.9701136296383285 0.03177676406003519 0.003041622464962239 6.4454193115234375 False 15 6100 47.63 45.98 29225.191 0.9619298189475313 0.04941270614622274 -0.07102487034333631 8.414477348327637 39399.227 0.9661907069030478 0.04035860741231223 -0.12769017706922398 8.719922065734863 False 15 6200 36.05 51.95 21754.033 0.9603828892279251 0.06275315531505819 0.4516033671906697 7.026971340179443 26304.037 0.9650177062447649 0.04848991333847369 0.4599803936657837 6.93158483505249 False 16 6300 30.36 47.67 24144.28 0.9534805333889627 0.06121050324038465 -0.18598793248493214 5.918432235717773 17898.04 0.9613578219491018 0.043584530169992516 -0.17546797513011989 6.006390571594238 False 16 6400 40.5 38.99 18164.455 0.9579743439603513 0.06511031978241766 0.43963104879931136 5.949896812438965 24349.719 0.9638000415652954 0.05102550020774233 0.42192384776893416 5.928029537200928 False 16 6500 52.62 37.88 25241.023 0.9576656136832569 0.06004732242541636 0.27757334842343123 5.394394397735596 29159.592 0.9639602564251226 0.046710189404874654 0.2399334832748143 5.544029712677002 False 16 6600 45.85 45.72 18786.234 0.9497687425102319 0.07915507265099708 0.38675976687584546 5.191868782043457 16825.193 0.9578585598853959 0.06186666084081 0.3779234024627553 5.2845072746276855 True 17 6700 41.05 51.67 29245.465 0.9552036925925705 0.06866588847757675 0.46608398700699094 4.888652801513672 20682.352 0.9619001628266243 0.054104356373850845 0.4650909704784332 4.929874420166016 False 17 6800 30.05 52.16 24046.086 0.9492101606898183 0.08410284561920081 0.43085229278746906 5.142094612121582 20868.547 0.9572674877379619 0.06579787262060065 0.4236503538903875 5.1587138175964355 False 17 6900 39.75 43.3 17899.816 0.9550007692327298 0.0710639441987617 0.3078206631261514 5.717382431030273 20812.791 0.9619388871540941 0.05436527980194461 0.2504432348348573 5.778565883636475 False 17 7000 47.99 42.4 38603.152 0.9628522449437407 0.046751114085738836 0.2971687162835742 5.159584045410156 22052.014 inf 0.03465328077320288 0.231605544150153 5.4370503425598145 False 18 7100 45.98 44.2 22050.453 0.9449888077957217 0.08997545102907499 0.33216028022526123 5.294841766357422 18462.018 0.953630598376356 0.06996229983775844 0.2812518813713642 5.432895183563232 False 18 7200 39.79 52.3 19454.586 0.9587111963807458 0.06489880108922993 0.4287482197593869 5.709408760070801 22426.37 0.9645693690135854 0.0496097141406066 0.384284518341558 5.719267845153809 False 18 7300 32.54 52.69 22044.156 0.9473035902857699 0.08966637629245203 0.3305610773160348 5.38727331161499 21489.045 0.9552240719729549 0.06791805885877901 0.2549173821127236 5.527458190917969 False 18 7400 42.58 36.52 26840.59 0.9443301515948292 0.09540878109510745 0.3430666591769603 5.2853803634643555 24995.6 0.9535757819294641 0.07302463107209062 0.2826026868415432 5.467593193054199 False 19 7500 52.47 39.11 20241.979 0.9464169630073437 0.08628954658133728 0.38921077992313047 4.951563358306885 20803.58 0.9563948921137261 0.0627847707184522 0.31891995886990115 5.134433269500732 False 19 7600 44.35 47.59 18467.158 0.9515775896393306 0.08377280141294753 0.43189309764598094 5.199074745178223 24445.873 0.9592414942126146 0.06439021765552798 0.3905715875600578 5.267523288726807 False 19 7700 35.16 53.73 15956.946 0.9424311798259346 0.0926792866284463 0.40243632072184327 4.893278121948242 16896.89 0.9521628762229732 0.06994251782731441 0.3500631663026705 5.046518802642822 False 20 7800 32.99 45.2 16483.076 0.9432775105534102 0.0947439550618152 0.41713446353045525 4.828063011169434 15712.678 0.9531671213814834 0.07212309150435775 0.3735905470688148 4.958400726318359 True 20 7900 45.52 40.56 16956.035 0.9448998141292256 0.10119211192728353 0.43200939532235727 4.880277633666992 18914.455 0.9535754343401204 0.07911423373043606 0.3939555322059741 4.985986709594727 False 20 8000 49.86 39.46 15367.82 0.943564761083685 0.09513276642737696 0.4186355236245251 4.803913593292236 17543.184 0.9535226863783658 0.07148381081460414 0.38719287699156835 4.911280632019043 False 20 8100 44.71 47.64 17551.7 0.9395759344009408 0.10209863819140803 0.4221360624300796 4.697458267211914 17508.168 0.9507690279794834 0.07583558380393947 0.3922971453411183 4.829301834106445 False 21 8200 30.67 55.91 19983.43 0.9378554489570489 0.10324412449325777 0.4279978778949963 4.6464104652404785 17707.014 0.9494099243884637 0.07739304553578422 0.3981830148264609 4.79327917098999 False 21 8300 34.69 42.48 19493.469 0.9430483961458102 0.10012827582855056 0.4353873768061988 4.715841293334961 18426.24 0.9530657010724761 0.07476064645575733 0.4076750344960811 4.821451663970947 False 21 8400 49.66 41.04 16199.472 0.9483566685239195 0.08938331612649064 0.42718600164414533 5.2455596923828125 21778.24 0.9578316587046461 0.0657325429916212 0.39161625613440965 5.307707786560059 False 21 8500 49.55 43.65 16729.715 0.9433132087281841 0.09703636419771569 0.4131603173887275 4.741415023803711 19875.172 0.9541759164067731 0.07094062065406251 0.38267479583844705 4.945831775665283 False 22 8600 39.32 50.25 18081.785 0.9447305851404455 0.09581617437185294 0.4200182082257706 5.286297798156738 16882.514 0.9552143421877701 0.0701605107801326 0.38461904124142815 5.321218967437744 False 22 8700 31.83 52.97 15445.79 0.9531209167393541 0.06930886642194593 0.3994034899472866 5.880568504333496 19821.44 0.9627623025752173 0.04886564733028676 0.35653869955345585 6.095682621002197 False 22 8800 40.27 44.16 22643.941 0.9486138987762593 0.09863360333181297 0.43120340848248717 6.896428108215332 20163.395 0.9571664949882257 0.07516581672818211 0.391283112814808 6.859768867492676 False 22 8900 49.19 40.99 19626.596 0.9507038687152737 0.09682875095917237 0.38579439298254187 5.11320686340332 21789.531 0.9575379051353585 0.07665568660550667 0.33713895874264593 5.217399597167969 False 23 9000 46.2 47.41 17371.527 0.939219987173239 0.10498915334313405 0.4440977303190816 4.6370463371276855 17053.566 0.9504349894835163 0.07906527572055089 0.42549699785883127 4.725475788116455 False 23 9100 38.7 54.4 15936.138 0.9378548279105738 0.1086463445957579 0.43311233151200434 4.894562244415283 15510.406 0.9497192930308243 0.08088550525918871 0.4051266858762111 4.983220100402832 True 23 9200 19.42 28.03 16862.402 0.940443546716981 0.11049798938571717 0.43149903833036196 4.717593193054199 19896.639 0.9509998657568649 0.08342097507512383 0.4128769295180736 4.805070400238037 False 23 9300 16.25 27.26 17149.88 0.9401775813987279 0.10674322473873478 0.4374811493813639 4.643393516540527 20886.82 0.9512866299724632 0.08069777466592175 0.4206597321548461 4.730937480926514 False 24 9400 14.97 27.43 16207.3125 0.9387504195924213 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0.09902634536131118 0.45404681874767666 4.617114067077637 16054.929 0.9534835604409554 0.07010203409149195 0.4244894127291038 4.734057903289795 False 26 10500 13.86 28.06 26027.588 0.9581007308567273 0.06417062599967 0.4485582917498368 5.842043876647949 33502.19 0.9631414436218306 0.04745785067268886 0.43164530075693297 6.025977611541748 False 27 10600 14.31 28.25 19162.941 0.9395728809678657 0.09847954852459102 0.4535923471003759 4.717195987701416 23726.314 0.9529358201761136 0.0683808975432633 0.4498105855982199 4.759269714355469 False 27 10700 15.58 27.88 17938.693 0.9462597513686847 0.09074120814796731 0.44732198019280267 5.026994228363037 26153.412 0.9570275391378288 0.06573376004484228 0.4447450100730561 5.116415500640869 False 27 10800 15.39 28.46 25847.334 0.9432629378029819 0.10240550158538007 0.4516187295478316 5.135000705718994 22835.727 0.9554933057064207 0.07303029160447135 0.4391933467172056 5.152383804321289 False 27 10900 15.82 27.56 21437.6 0.9329847027932495 0.11678371293881158 0.4590073753558522 4.505384922027588 20196.314 0.9474668514523148 0.08467399215494005 0.4398944437620325 4.6259379386901855 False 28 11000 15.41 26.65 24491.807 0.9490527281271107 0.09056850896079108 0.3733683701582034 5.877359390258789 37798.39 0.9572657143978295 0.06846677581714314 0.32107782716557 5.934976100921631 False 28 11100 16.25 26.92 35049.316 0.9377705890588502 0.0979360494374153 0.4633156850350557 4.585414409637451 18050.75 0.9518335441701793 0.06847987982590154 0.44751190488500003 4.698153018951416 False 28 11200 16.74 27.69 20556.75 0.9622035066687017 0.0647320342400716 0.4339151638514006 7.534605503082275 36421.125 0.9644957748500931 0.056128977402058355 0.3967812071845963 7.836043357849121 False 28 11300 15.15 27.16 20870.512 0.963807724068872 0.047842898637160264 0.4000214267346763 4.86710262298584 40425.953 0.9702916762023182 0.03484608105576631 0.34873858104391925 5.04360294342041 False 29 11400 14.2 28.47 16431.082 0.9357127281658331 0.10639029790226652 0.29648839679808353 5.269667148590088 16824.88 0.9490342188689834 0.07736282087700809 0.24266308620552152 5.407567024230957 False 29 11500 15.51 27.38 16012.267 0.9362188883850121 0.11052580474294903 0.41010992313474764 5.075536251068115 17730.982 0.9494998960912834 0.0803990695003643 0.38175664069410803 5.1402482986450195 False 29 11600 16.81 26.34 18001.398 0.9318991440691792 0.11153343303827512 0.4555555300630966 4.701147556304932 17304.95 0.9459416521503012 0.08182165438996122 0.43956526209260866 4.771115779876709 False 30 11700 16.37 26.3 16264.51 0.9392370949307283 0.09505924804809103 0.3840717899176448 7.028792381286621 18061.25 0.9534118464466645 0.06575053678239245 0.3418152414153786 7.353960990905762 False 30 11800 16.35 28.89 13516.793 0.933102273183932 0.10904212874436797 0.438800783698296 4.674358367919922 18315.396 0.9492137272394156 0.07538879030283993 0.4071959179977419 4.813076019287109 False 30 11900 14.2 28.61 13696.351 inf 0.10975452624807254 0.4513214514332137 4.992157936096191 20639.234 0.9528890330076768 0.07623420473642174 0.425839520914509 5.047399997711182 False 30 12000 15.38 28.55 12433.722 inf 0.11713128172378814 0.45830187304204506 4.5631842613220215 22252.86 0.9486890069078514 0.0824562562457827 0.44060860888582626 4.660189151763916 False 31 12100 14.21 26.53 13541.609 0.9329920238910512 0.11781079582669887 0.4552494807372126 4.653229236602783 19486.305 0.9471073341466097 0.08689291059887583 0.4312985567685844 4.758340358734131 False 31 12200 16.54 26.56 15712.158 0.9487093200032983 0.06799388348886168 0.4216869357660722 4.925401210784912 22191.004 0.9632664776803512 0.04297814915434723 0.41599609708428353 5.028955459594727 False 31 12300 16.85 26.85 15001.921 0.9308053999871436 0.11131814473601101 0.43480397466597814 4.83534049987793 17216.438 0.9471140530868706 0.07875011955332077 0.41117606458389316 4.971756935119629 False 31 12400 15.85 29.83 17849.664 0.9325349741591601 0.11106246373968404 0.46096338024410194 4.452677249908447 19254.852 0.947767667966393 0.07952407659229382 0.4467576021011764 4.560482025146484 False 32 12500 15.45 27.98 16284.991 0.9361042681683003 0.11465280603660488 0.46824735018660935 4.592288494110107 20309.596 0.9512952560163448 0.08000974327576349 0.46317105088637467 4.640300750732422 False 32 12600 15.78 27.82 17860.559 0.9416087940218312 0.11123089074385141 0.45169513397577815 4.56045389175415 21575.348 0.9526019620876924 0.0830641996252916 0.433552749296867 4.655722618103027 False 32 12700 16.35 27.29 12394.274 0.9310871815550027 0.11686500801984127 0.46666366643753526 4.535829544067383 18079.521 0.9475073168825916 0.08289418761382109 0.46082648325531944 4.580369472503662 False 32 12800 16.26 28.04 11973.281 0.9316712578035091 0.12318679777393106 0.46257939559367933 4.5105695724487305 22411.74 0.9478383863985825 0.08842203666209796 0.4551244656498011 4.569735527038574 False 33 12900 16.3 27.56 12564.901 0.9310596428012378 0.12853171243927025 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