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 2.567 11.47 70495.35 inf 0.03180638276309475 0.07519107440388058 277.77911376953125 47405.535 0.9668324356965383 0.030304415898361317 0.09004042806773255 281.16131591796875 True 0 100 9.867 10.05 12044.255 0.9567296887990149 0.08031455541104852 0.14082139128434576 11.854913711547852 4857.9033 0.9584965296705678 0.0782222323517461 0.022749833045209864 11.009624481201172 True 0 200 9.783 10.02 14283.274 0.9435176333560313 0.10164815479815907 0.2772760012160018 2.9087889194488525 4291.8247 0.9451347858359227 0.09609098620377406 0.054929335507633084 2.662339448928833 True 1 300 10.53 10.08 13147.686 0.9131240448206864 0.16886059906691006 0.30040431942624757 2.7376012802124023 3812.226 0.9165708588232427 0.15676486632415115 0.07848352219519264 2.567248821258545 True 1 400 9.766 10.24 16881.611 0.9238444887951032 0.12171320728797307 0.3067176768795003 2.6484010219573975 4217.4014 0.92624197784275 0.11408856708631032 0.08959491013033365 2.54850172996521 False 1 500 9.58 12.66 12261.489 0.8852081618314139 0.20825715647422796 0.27120598279310776 2.645167827606201 3443.947 0.8913812299019718 0.1864867760953971 0.08085241850376354 2.5593302249908447 True 2 600 11.69 18.27 10904.683 0.8704923087078863 0.23217750932135087 0.2992409469237468 2.6028246879577637 3264.254 0.8780918981919908 0.2132372746695194 0.10609978313920218 2.5901663303375244 True 2 700 16.51 21.13 10275.584 0.8526671074914906 0.25316047224282484 0.29362058746929065 2.693418264389038 3425.57 0.8625688031111786 0.23249591595132338 0.12527240935399886 2.7543394565582275 False 2 800 17.04 22.13 10173.815 0.8603871336499543 0.25446393864352035 0.30577165586117677 2.6122121810913086 3055.048 0.8683390055434896 0.23334137013828124 0.12838433002153363 2.5773162841796875 True 3 900 19.31 22.55 11410.943 0.8405564149190623 0.28265582954239205 0.2964160766868268 2.5596914291381836 2895.2603 0.8520128062690381 0.25853056310602035 0.12781041154046144 2.6037940979003906 True 3 1000 16.38 21.26 9922.464 0.8261080259034499 0.2999624025057952 0.30706490617111487 2.517270803451538 2871.3499 0.8395742473668004 0.27046009712596014 0.1295684513443422 2.5645947456359863 True 3 1100 18.25 21.91 13895.996 0.84606202588064 0.2676973908863408 0.3064270390521898 2.522211790084839 2954.427 0.8567293102966699 0.24075841283623353 0.13738955422258242 2.5474977493286133 False 4 1200 16.36 24.27 9961.756 0.8216734090608176 0.2917051857743065 0.29136056189596665 2.5883214473724365 3143.871 0.8376982757962085 0.25752827910191384 0.1126967546427024 2.665722131729126 False 4 1300 17.36 23.3 10596.547 0.8177608040062367 0.31645404544193495 0.3162472607660753 2.5216410160064697 2666.2896 0.8327995698830946 0.2864810868607005 0.1396967189649853 2.578686237335205 True 5 1400 17.47 21.41 10165.798 0.8088195346160016 0.3218585298787597 0.31819337454059027 2.4966366291046143 2744.1936 0.826391875655204 0.2879642700063102 0.13178136769612087 2.5901834964752197 False 5 1500 17.77 22.99 10571.073 0.8121587896903556 0.32684437003413513 0.3185850601785881 2.505979061126709 2642.3958 0.8275348072470552 0.29758960409957264 0.13980981365285733 2.642544984817505 True 5 1600 18.68 20.83 11775.57 0.8040696109074875 0.3394793992051838 0.32061565277790205 2.489658832550049 2617.1956 0.8222539861923607 0.30415282889467016 0.13945378335677805 2.5717508792877197 True 6 1700 18.1 21.7 10884.789 0.8116753066638003 0.34246986103537475 0.3352773731625294 2.5229482650756836 2591.0693 0.8288589893931874 0.3074086926964212 0.14348238392748577 2.6394429206848145 True 6 1800 18.56 22.63 9708.754 0.7861137782837111 0.36151921361240097 0.33569900747617304 2.482715606689453 2514.2354 0.8081020785841738 0.31853013357140403 0.15082345822769577 2.5405235290527344 True 6 1900 17.26 24.56 11547.364 0.7985337326307929 0.3427854942488855 0.3436011079303813 2.4425208568573 2557.033 0.8195758907621328 0.3049939350851464 0.1498885155605348 2.596121072769165 False 7 2000 17.09 21.7 10799.0625 0.7867161614064921 0.36402902326087183 0.34840494161626745 2.4652976989746094 2506.9573 0.809974754852701 0.3221574995467962 0.1547849889789062 2.674410343170166 False 7 2100 16.76 24.02 10308.283 0.7839725389740262 0.367578818951894 0.3574824425141697 2.425974130630493 2470.2224 0.8075378886467802 0.3238697226813499 0.16630510666197265 2.5602216720581055 True 7 2200 18.41 22.12 10268.358 0.7854422045123876 0.37270693252529585 0.35943170488578496 2.5504026412963867 2407.827 0.806759766065678 0.33424613839783385 0.16454705441595063 2.624619483947754 True 8 2300 16.79 22.7 9210.681 0.7856242589225457 0.3813635856384453 0.36647849466830335 2.4188740253448486 2414.19 0.8111049707202252 0.3318220723991957 0.1700470575095568 2.519594669342041 True 8 2400 17.79 21.66 11081.847 0.7753042618507212 0.38328542975940816 0.3549703475150913 2.4434711933135986 2516.2913 0.8005278632506025 0.33426222700264724 0.16807891886688003 2.5141384601593018 False 8 2500 19.04 22.52 9516.929 0.7780972514454594 0.38265490959702375 0.36533193385293183 2.572274684906006 2454.6711 0.8054253268466743 0.3303874436591704 0.16235778461697717 2.7966389656066895 False 9 2600 18.74 21.59 10427.352 0.7772649801605632 0.3849087261253101 0.3627619752505971 2.4346816539764404 2319.1875 0.8057035520520477 0.33351658725162564 0.16345526362567014 2.643751621246338 True 9 2700 17.73 23.4 9380.54 0.7734334861621155 0.3919909442623164 0.36708665479568525 2.420513391494751 2502.8147 0.8031455921196071 0.33622906120295515 0.16654564126454022 2.603820562362671 False 10 2800 18.31 21.37 9662.035 0.7778160839138426 0.37591503847048363 0.3713036642715827 2.409776449203491 2490.849 0.8082066233090784 0.3203914173388513 0.17078608443945742 2.5308096408843994 False 10 2900 18.47 23.79 8731.891 0.7748036228504548 0.3838214759743628 0.3736572998109367 2.4527385234832764 2360.4155 0.8050434656625499 0.3297206261468097 0.18626248598597303 2.510284662246704 False 10 3000 17.95 21.35 9713.07 0.7753394238468065 0.38481909627755695 0.3822050128534801 2.3817663192749023 2333.035 0.8037797562159738 0.3282334923337268 0.18548628796364452 2.5648913383483887 False 11 3100 17.45 22.57 10132.32 0.7878246339339987 0.368642310918379 0.37944971507400377 2.44415283203125 2420.2615 0.8151829307041332 0.31473147481979297 0.1784642034497212 2.5722503662109375 False 11 3200 18.21 22.34 9239.358 0.7649552915719215 0.3971118606964841 0.38511819551729004 2.3712356090545654 2303.5264 0.7947523047055981 0.3426580919620405 0.18530187119724462 2.5237555503845215 True 11 3300 17.58 21.3 8618.947 0.769244142438423 0.3967078858245698 0.3892212810853285 2.434058904647827 2367.8696 0.8013854333856574 0.336515752610134 0.1958886934687097 2.4911141395568848 False 12 3400 18.24 23.65 9892.096 0.7635750493470042 0.4063227088359696 0.3916414388822139 2.346350908279419 2289.1511 0.7952637418184973 0.347128618329097 0.1968442901382948 2.5048937797546387 True 12 3500 17.17 22.3 10837.716 0.7683463706593492 0.39759555281284414 0.3999566795327305 2.3817195892333984 2340.8977 0.8014842218421092 0.33564972481497907 0.20520615978648576 2.4937219619750977 False 12 3600 15.77 21.7 8883.16 0.7541764177771147 0.42144157980552 0.39867379866007613 2.4318089485168457 2264.1519 0.7897158530684667 0.3578235641284335 0.2011229614440203 2.5275018215179443 True 13 3700 19.92 22.59 9336.888 0.7695086028552022 0.40264596649679 0.4002542469887535 2.3675107955932617 2350.5076 0.8015112509061886 0.3387627680588118 0.20423435918127694 2.4657931327819824 False 13 3800 16.34 22.14 9772.662 0.7586614440502156 0.41293257722512683 0.4008109737188507 2.3316502571105957 2193.1282 0.7940294585868263 0.35042218556670907 0.20087978576043355 2.4899725914001465 True 13 3900 17.95 21.31 8628.946 0.7488702429449233 0.4369636918099761 0.41085787543083896 2.4016551971435547 2169.8662 0.7863544090730209 0.36964367501632556 0.2358127612482469 2.4354612827301025 True 14 4000 17.98 22.85 11624.087 0.7628430068559909 0.4173945048827206 0.400549147689148 2.3493971824645996 2203.8674 0.7972992823452465 0.3556212744842761 0.20366863869113652 2.50209641456604 False 14 4100 18.35 22.84 9934.422 0.7551314188555629 0.4305416955911436 0.4101640327278321 2.312870502471924 2084.7847 0.7925085522212458 0.3631905515158942 0.21441718505922594 2.4680802822113037 True 15 4200 16.07 23.28 11109.248 0.7548301978544739 0.4210762086136949 0.4120795586123868 2.3251709938049316 2218.6223 0.7924258828939624 0.3533947903551871 0.24109732785774285 2.419149398803711 False 15 4300 14.2 18.35 11261.043 0.762664061115109 0.4153583269690825 0.4173225953103564 2.3636436462402344 2162.161 0.8019317306508827 0.34140376228532726 0.24054518561168955 2.4326095581054688 False 15 4400 16.58 24.76 9428.158 0.749271428771208 0.43274947132206326 0.41590413887582667 2.3333775997161865 2125.54 0.7909160273379524 0.3597770004616825 0.23857306134877662 2.4483377933502197 False 16 4500 16.58 23.32 9029.831 0.7503333937143201 0.4331001651997919 0.4178074408040721 2.303361415863037 2048.739 0.791012051051286 0.36311134556234204 0.22842806043642078 2.437255620956421 True 16 4600 18.72 21.96 9885.112 0.7508433226574667 0.43413311804989907 0.4197725354394818 2.302781343460083 2107.103 0.7899077604727935 0.36283388239841796 0.23015250041537771 2.4345622062683105 False 16 4700 16.69 22.75 8121.305 0.7493546984186963 0.4444333664982587 0.4141963766355849 2.3485779762268066 2153.1946 0.7891942864560536 0.3760145819480747 0.22985560905045746 2.5208799839019775 False 17 4800 16.31 21.61 8995.545 0.7552449097293191 0.423392173668741 0.42162046207717496 2.743540048599243 2190.0881 0.7975754841484037 0.3482735718990786 0.2509036963846856 2.9267284870147705 False 17 4900 17.98 22.99 8913.18 0.7364393617597637 0.44885849530456284 0.4316597925415242 2.2868635654449463 2042.1256 0.7801263548308335 0.3736591942254617 0.2508265336792296 2.4067509174346924 True 17 5000 16.64 21.82 9072.823 0.7501881116435357 0.4363772416523378 0.43506822143176355 2.4098730087280273 2014.4822 0.7903619879604499 0.36561680640900746 0.26477286517444965 2.457714319229126 True 18 5100 18.15 21.65 9802.856 0.7311336286699972 0.4513296626668645 0.44422199873400525 2.4361531734466553 2019.7012 0.7785528553829275 0.37120446807786067 0.3111188597855646 2.412836790084839 False 18 5200 18.58 22.99 9873.261 0.7537989554778647 0.4391215803552342 0.4235710492420685 2.274934768676758 2074.13 0.7941939837603803 0.36211258015850845 0.2248798008335777 2.4591097831726074 False 18 5300 17.77 20.25 9488.307 0.7424627680698372 0.43996390102423294 0.4342610688010169 2.277789354324341 2062.9705 0.7857275405239148 0.36188792328398023 0.2500726563232316 2.4561667442321777 False 19 5400 18.6 20.36 8471.324 0.7488990424012035 0.44576170322917574 0.42958390572241895 2.3506484031677246 2064.4888 0.7909062738125372 0.37180032906113597 0.2697921838286693 2.3953912258148193 False 19 5500 17.45 20.79 8315.594 0.7458599612632079 0.45013732040258897 0.4285687720998634 2.2848331928253174 2168.872 0.7867600830227841 0.3721164990395708 0.23305116613900742 2.501018524169922 False 20 5600 17.87 23.4 9328.992 0.7382963807125317 0.4517744456857219 0.43424532732689086 2.2527129650115967 2025.519 0.7840552776585598 0.37079893359809385 0.2483680191045315 2.435549736022949 False 20 5700 17.21 20.5 9691.003 0.7356500888651876 0.46249791672451984 0.4491264239090121 2.3290719985961914 1978.3522 0.7819437728555798 0.37742528841882805 0.3035175616988935 2.3637537956237793 True 20 5800 18.11 22.67 9770.236 0.7648736904789883 0.40185073998503684 0.4453048910352124 2.4971835613250732 2657.5432 0.8033114767107499 0.337040521401783 0.27070219044269017 2.511911630630493 False 21 5900 16.13 21.11 10033.365 0.7319932033613877 0.4532417064993676 0.4545799897100313 2.2740092277526855 2042.0251 0.7784124496717799 0.37051244690842683 0.30603838313168996 2.353393793106079 False 21 6000 18.35 22.67 8548.902 0.7274638033178876 0.47050100964724434 0.4444608071734978 2.2359039783477783 1914.2487 0.773313287745175 0.3903259536603451 0.2606107766975041 2.405700922012329 True 21 6100 17.78 20.11 9039.537 0.7232842324781379 0.47533274424111405 0.44222404579396535 2.232372283935547 1910.1328 0.7719100752940248 0.39431353171166544 0.2551446197659188 2.4157674312591553 True 22 6200 17.49 23.4 8814.918 0.7245393893095958 0.4720219460095395 0.45088045616517075 2.2189319133758545 1917.5565 0.7722470626052559 0.3949177861867677 0.2754443722700839 2.374544858932495 False 22 6300 18.41 21.02 9352.888 0.7237859185821499 0.47009946309267153 0.45344349971994147 2.2380144596099854 1947.213 0.773308378954328 0.3872237892790269 0.2913079774201633 2.396411180496216 False 22 6400 17.94 20.48 8862.6045 0.7218411062113234 0.4674147279824002 0.4548353230005272 2.2154359817504883 1914.178 0.772643795241194 0.3814045776083661 0.28249939447328426 2.3676323890686035 True 23 6500 17.61 21.49 8427.017 0.740826034507202 0.46838315207052206 0.4489514259106086 2.278947353363037 1975.9283 0.7864788533994953 0.38623150435901815 0.28251782164158384 2.3742308616638184 False 23 6600 17.64 23.8 8192.197 0.7154555230090717 0.4886273091561196 0.47286417529855573 2.323068857192993 1889.2657 0.7669098288841727 0.40179217264969136 0.34343571186410154 2.430335521697998 True 24 6700 16.54 20.44 8561.944 0.7095304708927519 0.4925534682059013 0.46095372243922406 2.297762870788574 1863.8025 0.762067852989397 0.4041319456498848 0.30783181346800187 2.3852834701538086 True 24 6800 17.08 22.14 8770.071 0.716644939835206 0.4866825622130391 0.46379167517185077 2.2173290252685547 1927.694 0.7685978636712215 0.39582723217298316 0.3256744963519635 2.323819875717163 False 24 6900 18.08 22.44 8813.379 0.7237034208181586 0.4783569469815596 0.4672363683181312 2.2244794368743896 1920.6079 0.7745476294794857 0.3900966417572641 0.30225847761810415 2.36059308052063 False 25 7000 16.53 22.98 10151.735 0.7487040029239121 0.45628862751227 0.4560794890167975 2.44089412689209 2051.0178 0.7941908225105574 0.3680671909330154 0.34430156289748287 2.3702023029327393 False 25 7100 16.05 22.75 10246.975 0.7178452685023774 0.4907745520318509 0.4670045847712469 2.2340786457061768 1870.0432 0.7704942178287825 0.39476220703133974 0.30953645635096977 2.368161916732788 False 25 7200 17.27 20.92 11037.524 0.7546625863862012 0.4380858411111159 0.4494121186441605 2.2221784591674805 2175.3677 0.8023851967242125 0.3429115671081495 0.28377294737031433 2.3618834018707275 False 26 7300 18.34 21.53 8919.691 0.7129314590813705 0.500277708250089 0.46827735443780666 2.2072012424468994 1825.1306 0.7646589425386893 0.410392199887924 0.2916531616580768 2.4133033752441406 True 26 7400 18.39 20.87 8645.237 0.7218162931481956 0.48269784306842 0.4826400684838755 2.2527778148651123 1870.4856 0.7739050738277634 0.3919769175939392 0.326479789140838 2.3419606685638428 False 26 7500 17.43 22.98 8555.834 0.7109230996071708 0.49863886639214666 0.47711370013931703 2.2147812843322754 1831.8777 0.76661089026874 0.40257576508341 0.3166872456870443 2.343829393386841 True 27 7600 17.62 22.95 7675.567 0.7199175305044687 0.4985459105052689 0.47405668672041823 2.195582866668701 1916.7346 0.7722017037407277 0.4073494591480643 0.2948877363725048 2.351335048675537 False 27 7700 17.71 23.04 8981.735 0.7153231682490192 0.49417810892159625 0.4821012391655284 2.1473987102508545 1950.1361 0.7692850581116591 0.39730156094156976 0.3293239370890218 2.316470146179199 False 27 7800 17.41 21.76 9819.13 0.7204903259781201 0.48034451725243144 0.48198232375779715 2.1735475063323975 1995.5065 0.7764005619951765 0.3796652552588428 0.3086809866595809 2.3470001220703125 False 28 7900 16.75 23.42 8098.9355 0.7132276895100688 0.49936729467689644 0.47800829236416387 2.1867055892944336 1895.0162 0.7686549398338605 0.4021854235145926 0.30853962507274607 2.389397621154785 False 28 8000 17.0 22.8 8351.11 0.7062422902889467 0.5068481667410056 0.49448895846515845 2.126918077468872 1820.046 0.7617336498043034 0.4135134837516526 0.33405090364525575 2.292815685272217 True 29 8100 16.98 22.88 8574.983 0.69811764823197 0.5070989287661595 0.5035919395119248 2.158813238143921 1927.4757 0.7571929593712888 0.408871502375242 0.3623502999311277 2.280709743499756 False 29 8200 17.75 20.93 8908.709 0.7087004128804423 0.5030567118556607 0.4830503541199094 2.131791353225708 1909.1725 0.7677436826218206 0.39375128896123796 0.30731389687237276 2.333291530609131 False 29 8300 17.8 20.43 8612.878 0.7112459400871515 0.4909531459396633 0.49938107232431517 2.1471047401428223 1926.1964 0.7699284439515943 0.3884758030630276 0.3627564378317287 2.2609448432922363 False 30 8400 18.02 22.4 8935.389 0.7017043583178924 0.5109512816173107 0.5147554997563384 2.11550235748291 1901.151 0.7619291363203469 0.4059959018877792 0.37175793040857624 2.279848337173462 False 30 8500 17.06 21.86 9125.798 0.7082518028727399 0.5091512543508233 0.5050854133496955 2.0746066570281982 1873.8046 0.766738116303258 0.4011289959877496 0.3441609574622243 2.283308744430542 False 30 8600 20.38 27.12 7967.191 0.6996164305320065 0.5127797634158313 0.5013386544915898 2.1678426265716553 1826.8175 0.7588012801205126 0.4125267514133032 0.3270712947390265 2.4076058864593506 False 31 8700 28.69 28.75 14444.477 0.7573678621048149 0.4377966070467253 0.504756650627405 2.36944317817688 2242.5688 0.8062561289825649 0.3424695943613193 0.3283188741992035 2.4831342697143555 False 31 8800 30.54 28.78 8237.955 0.7065593084322886 0.5129184231661916 0.5263686137058099 2.1594948768615723 1868.5148 0.7669960050694498 0.40586427451862844 0.37375635826800474 2.3014416694641113 False 31 8900 30.5 29.05 8559.625 0.7017369648805267 0.5109988932253472 0.5074714824929119 2.059460163116455 1836.469 0.763475334220228 0.40212383026107124 0.3317744125086852 2.288848638534546 False 32 9000 30.45 28.52 9782.651 0.7053496786441228 0.5161117015811175 0.5032741233980174 2.06986665725708 1852.8837 0.7667862322536456 0.40577881107411995 0.3293520073769605 2.2931761741638184 False 32 9100 27.19 28.91 8313.385 0.7028209295137235 0.5252789300011558 0.5225681967341257 2.3930158615112305 1822.5078 0.7653103388942273 0.41387249873612136 0.3641274541034899 2.5304641723632812 False 32 9200 30.57 36.52 8376.551 0.7000043773595657 0.5167341840391274 0.5281968441055409 2.0508079528808594 1822.1289 0.7643467489719488 0.40420038445382334 0.37002117624925623 2.2896528244018555 False 33 9300 36.28 44.2 10457.001 0.706522961730271 0.5113961982374444 0.5035625928589581 2.0730040073394775 1884.0841 0.7670155517333754 0.4031934713576617 0.29557679322392433 2.3486950397491455 False 33 9400 40.21 71.95 8484.132 0.704151461932444 0.5194255974655914 0.5064049517542131 2.063791036605835 1931.977 0.7673574348365875 0.4017817363662777 0.32841442045847047 2.292602062225342 False 34 9500 38.37 44.64 8527.969 0.6946452115412671 0.5310268537823395 0.5044812020408777 2.192850351333618 1758.1024 0.7596123554179047 0.4211703633043377 0.31767701209707494 2.362239122390747 True 34 9600 31.81 32.17 9947.962 0.7039829180967105 0.5210481427140328 0.49320777775271063 2.2530055046081543 1808.922 0.767988986097821 0.4078967779083575 0.2988322023914761 2.348848581314087 False 34 9700 30.58 29.04 9665.433 0.7084565114737674 0.5152646467848958 0.5249888534279809 2.0341591835021973 1887.698 0.7720684667366499 0.3984977725094956 0.3676546195405286 2.269221305847168 False 35 9800 30.5 29.1 9145.145 0.6915843485227712 0.5218847065125117 0.5384018032713902 2.0210676193237305 1854.6702 0.7591917246403452 0.4048548887118534 0.3486743966412396 2.268577814102173 False 35 9900 30.56 28.89 8690.739 0.6890944682833117 0.5328738802909795 0.5454167664006528 2.069941282272339 1770.4772 0.7572438543572945 0.41757021958515567 0.398307526790702 2.2338266372680664 True 35 10000 25.01 23.79 8759.768 0.6980742897646288 0.5298716773343716 0.5237115855319481 2.050825834274292 1824.1016 0.7653970282836404 0.4123713263232261 0.3425928425675767 2.3009705543518066 False 36 10100 16.79 21.16 10804.023 0.7045006417121307 0.5082532850077992 0.5512948172059258 1.987025499343872 1910.0327 0.7723201453961656 0.3858829227834082 0.3857965740214934 2.215684413909912 False 36 10200 16.76 19.34 8990.328 0.69193613374067 0.5296162342400241 0.5467069263808935 1.985181450843811 1788.9685 0.7587280010235286 0.4131376724123541 0.3881364770999696 2.227112054824829 False 36 10300 16.38 19.72 9346.473 0.6911646638096083 0.5381093341498525 0.5372370586154199 1.9974656105041504 1753.92 0.7567845089774593 0.4243977891322405 0.3698646353380087 2.2502453327178955 True 37 10400 17.24 20.04 7909.0503 0.6943491498266319 0.523488046730503 0.5452750415354471 1.9926836490631104 1855.5364 0.7630507269086588 0.40356140397624907 0.37837555638656983 2.261321783065796 False 37 10500 16.03 19.2 11691.656 0.8382567737113772 0.30240349254239185 0.49943440675171663 3.359076738357544 3197.9692 0.8844550474764228 0.2033489806869454 0.32200009981130595 3.5132060050964355 False 37 10600 15.16 19.48 8576.023 0.6916167815713201 0.5321805836652961 0.5328210694805452 1.9867773056030273 1811.9423 0.7614479250739599 0.4092980724818824 0.3432208118007759 2.267893075942993 False 38 10700 15.94 19.91 8493.332 0.6930400778810928 0.5384042528497788 0.5339856811666807 2.0280086994171143 1797.0516 0.7635427130125074 0.4126851640393002 0.3562184001602589 2.3044402599334717 False 38 10800 16.63 20.13 8574.404 0.6914437694726551 0.535398348697833 0.564445942480839 2.039093255996704 1829.2302 0.7626774073522752 0.4099318497837396 0.4105406753618928 2.2446813583374023 False 39 10900 15.19 18.63 9647.432 0.6839095165578448 0.5381869146400483 0.5545901557394203 1.9304436445236206 1791.7905 0.757672329395815 0.4110656020835679 0.38598715042787046 2.2080442905426025 False 39 11000 15.72 18.24 8143.1978 0.6933457840550351 0.5411498607028672 0.5617844855556147 1.9296435117721558 1806.4642 0.7620195617999926 0.4169746427764801 0.40296770677539834 2.190194606781006 False 39 11100 16.61 20.42 8140.969 0.6950096619438336 0.5330262030678673 0.5578729496356851 1.9237841367721558 1825.265 0.7666316669288665 0.40381290714270834 0.3950399364931691 2.1992039680480957 False 40 11200 14.15 20.8 8867.37 0.6835695745744085 0.5453425866336498 0.5792052411401672 1.9387317895889282 1778.9227 0.7590311271627043 0.4132840612526201 0.4316585552415744 2.1489434242248535 False 40 11300 14.56 19.29 8764.22 0.6889995806221313 0.5428693449616002 0.5757729271605596 1.9054330587387085 1806.868 0.7626824419718099 0.41221416682828865 0.40326253441915527 2.186222553253174 False 40 11400 16.1 19.29 7792.454 0.6841525447545947 0.5448927858768797 0.5733448246105972 1.9048407077789307 1828.1409 0.7609470277454521 0.40990321269359065 0.40636831101218535 2.179208517074585 False 41 11500 14.21 21.29 7726.965 0.6756269050763415 0.5551954074138598 0.5800832128137443 1.8673298358917236 1784.2604 0.7525118022593219 0.4249624570276049 0.41211997237199305 2.1608738899230957 False 41 11600 14.07 20.57 8047.7236 0.6792779158653088 0.5495282060649309 0.5864075765536809 1.8596750497817993 1803.159 0.7581734155382791 0.4117169218561943 0.42374404344734556 2.150709390640259 False 41 11700 14.95 19.01 8304.269 0.6810177994556635 0.5477060218626681 0.5696907205460441 1.8926278352737427 1794.614 0.7559986924556471 0.41698763346111184 0.3851243993903195 2.195295572280884 False 42 11800 15.11 19.1 7706.8774 0.6812815329131607 0.5512647515580527 0.5816315038050286 1.8542765378952026 1829.7781 0.7569175373805909 0.41824205908492457 0.42174473939210727 2.13647198677063 False 42 11900 15.29 19.34 8560.3 0.698109329694603 0.5250900323192599 0.5891842444645574 1.8579254150390625 1892.4026 0.7668879859835586 0.4026437871961123 0.4275379399304337 2.1491923332214355 False 43 12000 15.73 19.4 8244.588 0.6852448556441327 0.5500337517795015 0.5870597704013208 1.8575602769851685 1833.1964 0.763225408630913 0.4097662786023647 0.41943490772485076 2.158524513244629 False 43 12100 15.81 17.44 7735.0186 0.6804550833208647 0.552725400456611 0.59373551090553 2.186713457107544 1794.7124 0.755766603355393 0.42078120234132216 0.42913149888324187 2.3168540000915527 False 43 12200 14.81 19.59 8654.999 0.6782547914675765 0.5577887559381556 0.5795802664039498 1.8412284851074219 1772.2598 0.7576035689325971 0.4195733345416694 0.4055736885817791 2.155139207839966 False 44 12300 13.96 19.55 8700.7 0.6855616511381868 0.5560789457714816 0.594978989720725 1.8235857486724854 1828.42 0.7625380233984499 0.41611353826758213 0.4177379340153381 2.1544692516326904 False 44 12400 15.42 19.24 8738.054 0.6851704920343861 0.5527230191906312 0.6021755915379206 1.8283870220184326 1843.3384 0.7648763110865231 0.4100416037181361 0.4235349345363571 2.153341770172119 False 44 12500 15.13 18.77 8833.378 0.6844941793283528 0.555163488058586 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0.6013716987573765 1.9477503299713135 1891.093 0.7666746406199799 0.38741061487298645 0.4392623055276745 2.119013786315918 False 46 13100 14.22 20.68 7822.861 0.6649930777490797 0.5773951258950447 0.6382364470704267 1.7320057153701782 1834.535 0.7536772589787998 0.4209449707880035 0.44557576589903114 2.1051506996154785 False 47 13200 13.52 20.29 8676.858 0.672850755728957 0.5624958310193903 0.6175498266464361 1.7397608757019043 1792.5756 0.7572320597931158 0.4130257465315886 0.4263554924799238 2.1239657402038574 False 47 13300 14.71 19.98 10329.8 0.6716370597984479 0.5608238418128333 0.6373642113290197 1.7091076374053955 1884.1833 0.7626031723948102 0.39852924510891913 0.43863330758583924 2.1221044063568115 False 48 13400 14.84 18.65 8215.132 0.676950903555347 0.5642905858437188 0.6348337594688539 1.7356349229812622 1838.0925 0.7620930912810348 0.4089825174221272 0.4245922487400445 2.1492505073547363 False 48 13500 14.77 19.1 8295.486 0.6641655970133185 0.5741026961687986 0.6427584357721227 1.7537662982940674 1792.119 0.7549153284540215 0.41554667984003824 0.4363976300598041 2.1750402450561523 False 48 13600 15.35 18.51 8477.55 0.681209370169262 0.5605468381615355 0.605664892937351 1.7853209972381592 1831.9548 0.7633547297828809 0.40995302036016285 0.3935031261680743 2.1861135959625244 False 49 13700 15.19 17.96 7758.6553 0.674871176817975 0.5742202466224227 0.6458125772639407 1.6478556394577026 1808.6838 0.7610065299035447 0.41787174462542176 0.4499638707479511 2.06479549407959 False 49 13800 15.32 20.66 8525.8 0.6704994931173858 0.5787832551369931 0.6541498679506171 1.6482295989990234 1823.8684 0.758568432828868 0.4213470958166179 0.44428178262032225 2.08303165435791 False 49 13900 13.72 20.91 8546.407 0.6610327086474058 0.5814047868357219 0.6639893269416092 1.6354172229766846 1770.5833 0.7530546272407945 0.4224974743288938 0.45856166188088476 2.0468549728393555 False 50 14000 14.67 19.09 7987.272 0.6637779846837297 0.5848795215930697 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0.6311201560122324 1.6951000690460205 1748.5402 0.7539991442445341 0.4213389284299788 0.41158092187360024 2.1339337825775146 False 52 14600 15.6 20.38 10108.564 0.67261459313126 0.5764927566012032 0.648604987339469 1.838803768157959 1825.8591 0.7648250567105734 0.4090278624212778 0.4159769674648948 2.3836560249328613 False 52 14700 15.78 19.92 8432.099 0.6683489574174142 0.5893318695576495 0.674112000887778 1.5240139961242676 1768.3257 0.760794594122799 0.4230252915714469 0.42472542013782544 2.109760284423828 False 53 14800 15.61 20.62 7927.0435 0.6602571509816996 0.5929994287530043 0.6858872747853056 1.4745798110961914 1819.9226 0.7570092653420973 0.42207873317470646 0.4364882204117419 2.079301595687866 False 53 14900 15.02 19.21 7950.4194 0.6749754862102952 0.5834105025075633 0.6762107492719471 1.5833613872528076 1830.3767 0.7653836987359506 0.4175052896309974 0.43497635144597535 2.1684823036193848 False 53 15000 15.66 19.95 8772.559 0.6565394589539115 0.5913489239979722 0.6907141211846998 1.5423965454101562 1809.1956 0.7542745189812649 0.421332189531213 0.4571587140950916 2.06309175491333 False 54 15100 14.27 19.5 8340.143 0.6605818311929669 0.5880560873394712 0.6929754946592477 1.4842097759246826 1790.0092 0.7570344637668045 0.4159081606629133 0.4226722199366301 2.1451210975646973 False 54 15200 13.95 21.32 8483.486 0.6529411477628356 0.5944402934212123 0.705328766752284 1.6088804006576538 1752.3436 0.7510485239806611 0.42584371062290916 0.4187989115285684 2.278700113296509 False 54 15300 15.61 18.99 7677.614 0.6530648048355936 0.5937686854200954 0.7156923630656449 1.4071043729782104 1787.0189 0.7555665998136633 0.4152159154793393 0.4389445148225497 2.0731630325317383 False 55 15400 14.9 18.43 8806.219 0.6590180672548654 0.5920434191712548 0.710157196872673 1.3939129114151 1797.7177 0.7610115051099551 0.4105118190687147 0.41783428935528977 2.1373231410980225 False 55 15500 16.06 17.88 7884.0796 0.6500208886764097 0.6044218974131987 0.7076032098723755 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